Affinity Event
Women in Machine Learning
Tiffany Vlaar · Ibtihel Amara · Nikita Saxena · Bo Zhao · Mehrnaz Mofakhami · Yolanne Lee · Mahsa Massoud · Milica Cvetkovic · Eda Okur · Mandana Samiei
West Meeting Room 211-214
Abstract:
The 19th Workshop for Women in Machine Learning (WiML) will be co-located with NeurIPS 2024 in Vancouver, BC, Canada.
The WiML workshop 2024 will be held in person on December 10th with invited speakers, oral presentations, and posters. The event brings together members of the academic and industry research landscape for an opportunity to connect and exchange ideas, and learn from each other. There will be a mentoring session to discuss current research trends and career choices in machine learning. Underrepresented minorities and undergraduates interested in pursuing machine learning research are encouraged to participate. All presenters should be women or non-binary, and all genders are invited to attend.
https://sites.google.com/wimlworkshop.org/wiml-2024/
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Schedule
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Tue 8:15 a.m. - 9:00 a.m.
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Registration and Breakfast
(
Registration
)
>
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🔗 |
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Tue 9:00 a.m. - 9:10 a.m.
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Opening Remarks
(
Invited Talk
)
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Tiffany Vlaar 🔗 |
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Tue 9:10 a.m. - 9:40 a.m.
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Invited Talk by Angelica Lim (Simon Fraser University)
(
Invited Talk
)
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Angelica Lim 🔗 |
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Tue 9:40 a.m. - 10:10 a.m.
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Invited Talk by Thea Aarrestad (ETH)
(
Invited Talk
)
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Thea Klaeboe Aarrestad 🔗 |
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Tue 10:10 a.m. - 10:40 a.m.
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Coffee Break and Invited Speakers Office Hours
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Angelica Lim · Thea Klaeboe Aarrestad 🔗 |
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Tue 10:40 a.m. - 11:00 a.m.
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Contributed Talks
(
Student Presentation
)
>
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Khaoula Chehbouni · Shubhada Agrawal · Teresa Klatzer · Hyeonah Kim 🔗 |
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Tue 11:00 a.m. - 12:30 p.m.
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Mentorship Roundtables
(
Networking
)
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🔗 |
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Tue 12:30 p.m. - 1:20 p.m.
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Lunch Break
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🔗 |
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Tue 1:20 p.m. - 1:50 p.m.
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Invited Talk by Aditi Raghunathan (Carnegie Mellon University)
(
Invited Talk
)
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Aditi Raghunathan 🔗 |
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Tue 1:50 p.m. - 2:20 p.m.
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Invited Talk by Isabelle Guyon (Google DeepMind, Paris-Saclay University)
(
Invited Talk
)
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Isabelle Guyon 🔗 |
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Tue 2:20 p.m. - 2:50 p.m.
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Coffee Break and Invited Speakers Office Hours
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Aditi Raghunathan · Isabelle Guyon 🔗 |
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Tue 2:50 p.m. - 3:50 p.m.
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Panel
(
Panel
)
>
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Angelica Lim · Thea Klaeboe Aarrestad · Isabelle Guyon · Tatjana Chavdarova · Celestine Mendler-Dünner 🔗 |
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Tue 3:50 p.m. - 4:40 p.m.
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Fireside Chat
(
Fireside Chat
)
>
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Hanna Wallach · Sarah Osentoski 🔗 |
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Tue 4:40 p.m. - 5:00 p.m.
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WiML President's Remarks
(
Invited Talk
)
>
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Sarah Tan 🔗 |
|
-
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Learning Contrastive Representations for Dense Passage Retrieval in Open-domain Conversational Question Answering
(
Poster
)
>
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Munazza Zaib · Elaf Alhazmi 🔗 |
|
-
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Enhancing Speech Recognition through Diverse Shared Features Accent Classification
(
Poster
)
>
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Amina Salifu · Henry Nunoo 🔗 |
|
-
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Enhancing Credit Risk Assessment through Transformer-Based Machine Learning Models
(
Poster
)
>
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Jean Amukwatse · Joan Arimpa 🔗 |
|
-
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Anomaly Detection in Weather and Irradiation Data: A Study of 12 German Cities
(
Poster
)
>
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Rafiat BAMIMORE AKODU · Rasheed Oyewole · Sanda Taiwo 🔗 |
|
-
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Toward Comprehensive Neural Network Robustness
(
Poster
)
>
|
Fatemeh Amerehi · Patrick Healy 🔗 |
|
-
|
Predictive Modeling of Safe Zones on University Campuses Using Space Syntax and Machine Learning
(
Poster
)
>
|
Abeer Sanyour 🔗 |
|
-
|
Improving Text Retrieval with Decoder-based Cross-encoder Ranking Models
(
Poster
)
>
|
Ronay Ak · Mengyao Xu · Gabriel Moreira · Benedikt Schifferer · Radek Osmulski · Even Oldridge 🔗 |
|
-
|
Suicide Ideation Prediction Using Convolutional Neural Network Bidirectional Long Short-Term Memory CNN-BiLSTM
(
Poster
)
>
|
Christianah Oyewale · Joseph D. Akinyemi · Ayodeji O.J Ibitoye · Olufade F.W Onifade 🔗 |
|
-
|
Responsible Rhymes : Bias Mitigation of Gender Stereotypes using corpora
(
Poster
)
>
|
Harini S 🔗 |
|
-
|
Integration of IoT-Based Agricultural Monitoring System Using LSTM Networks and NLP for Maize Disease Anomaly Detection and Diagnostic Assistance
(
Poster
)
>
|
Theofrida J Maginga 🔗 |
|
-
|
Towards Real-Time Breast Cancer Diagnosis: Enhancing CNN Model Efficiency and Fairness
(
Poster
)
>
|
Sadura Akinrinwa 🔗 |
|
-
|
Graph Neural Networks for Seizure Detection in EEG Signals
(
Poster
)
>
|
Jaya Kedia · Deepak Mishra · Ramzan Basheer 🔗 |
|
-
|
Gradient Boosting for yield prediction of elite maize hybrid ZhengDan 958
(
Poster
)
>
|
Oumnia Ennaji · Sfia Baha · leonardus Vergutz · Achraf El Allali 🔗 |
|
-
|
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
(
Poster
)
>
|
Parishad BehnamGhader · Vaibhav Adlakha · Marius Mosbach · Dzmitry Bahdanau · Nicolas Chapados · Siva Reddy 🔗 |
|
-
|
TexPlex: A Self-Supervised Framework for Texture Analysis of Multiplexed Proteomic Imaging
(
Poster
)
>
|
Ishita Mangla · Bryan Cannon · Sean Bendall 🔗 |
|
-
|
Machine Learning Algorithm for Classifying Malaria based on Clinical Parameters
(
Poster
)
>
|
Standylove Birago Mensah 🔗 |
|
-
|
Adaptive QoS-Aware Reinforcement Learning for Dynamic V2V Communication Environments
(
Poster
)
>
|
ANNU . · Rajalakshmi pachamuthu 🔗 |
|
-
|
Out-of-Distribution performance as a proxy metric for graph neural network explainers in the absence of ground-truth explanations
(
Poster
)
>
|
Guadalupe Gonzalez · Chirag Agarwal · Siddharth Betala 🔗 |
|
-
|
Safe decision making in autonomous vehicles using multi-objective soft-actor critic algorithm
(
Poster
)
>
|
Naa Korkoi Addo · Patrick Healy 🔗 |
|
-
|
MLSherlock: An Audit Lens for Policy-Compliance Machine Learning Systems
(
Poster
)
>
|
Ismat Jarin · Tu Le · Athina Markopoulou 🔗 |
|
-
|
Position Paper: The Urgent Need for Advancements in Machine Unlearning Algorithms to Ensure AI Safety
(
Poster
)
>
|
Yashaswini Viswanath · Vishwanath Hulipalled · Kaustubha Vecham · 🔗 |
|
-
|
Annealed variational mixtures for disease subtyping and biomarker discovery
(
Poster
)
>
|
Emma Prevot · Paul Kirk · Filippo Pagani 🔗 |
|
-
|
Do Large Language Models Understand Cause and Effect?
(
Poster
)
>
|
Hanna Dettki · Charley Wu · Brenden Lake · Bob Rehder 🔗 |
|
-
|
Unleashing Creativity: Generalizing Semantic Control for Text-to-Image Diffusion Models
(
Poster
)
>
|
Linoy Tsaban · Manuel Brack · Marlon May · Felix Friedrich · Patrick Schramowski · Apolinario Passos · Ajinkya Kale · Kristian Kersting 🔗 |
|
-
|
Predicting Mental Health Disorders with DistilBERT: Insights from Social Media Posts
(
Poster
)
>
|
Comfort Oyindamola Akanni · Sakinat Folorunso · Oluwaseyi Ogunlana 🔗 |
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-
|
Fair Allocation in Dynamic Mechanism Design
(
Poster
)
>
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Annie Ulichney · Alireza Fallah · Michael Jordan 🔗 |
|
-
|
A Novel CNN Filter Inspired by Order Theory
(
Poster
)
>
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Eric Dolores-Cuenca · Susana López-Moreno · Aldo Guzmán-Sáenz · Sangil Kim · Jose L. Mendoza-Cortes 🔗 |
|
-
|
Evaluation of Bagging Ensembles on Multimodal Data for Breast Cancer Diagnosis
(
Poster
)
>
|
Abdulganiyu Jimoh 🔗 |
|
-
|
DFI-DGCF: A Graph-Based Recommendation Approach for Drug-Food Interactions
(
Poster
)
>
|
SOFIA BOURHIM 🔗 |
|
-
|
Reinforcement Learning-Based Multi-Objective Traffic Signal Control with Emergency Vehicle and Pedestrian Prioritization
(
Poster
)
>
|
IMANE BRIKI · Maryam Alami Chentoufi · Rachid Ellaia 🔗 |
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-
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Promptly-Cited: Citation based Prompting via Pseudo-Retrieval-Augmented Generation
(
Poster
)
>
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Pooja Ganesh · Soumya Snigdha Kundu 🔗 |
|
-
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Variational Inequality Optimizers for Multi-Agent Reinforcement Learning
(
Poster
)
>
|
Baraah Adil Mohammed Sidahmed · Tatjana Chavdarova 🔗 |
|
-
|
Research on K-NN Classifier for Date Fruit Classification with adequately chosen topology
(
Poster
)
>
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Tanziah Khanam · Minoru W. Yoshida 🔗 |
|
-
|
Markov Chain Variance Estimation: A Stochastic Approximation Approach
(
Poster
)
>
|
Shubhada Agrawal · Prashanth L.A. · Siva Theja Maguluri 🔗 |
|
-
|
Towards the use of efficient Vision Transformers for Lightweight Convolutional Occupancy Networks
(
Poster
)
>
|
Claudia Melis Tonti · Irene Amerini 🔗 |
|
-
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Comprehensive Framework for Audio Deepfake Detection: From Capsule Networks to Hybrid and Continual Learning Models.
(
Poster
)
>
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Taiba Wani · Irene Amerini 🔗 |
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-
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Explainable Reinforcement Learning for Optimizing Electricity Costs in Building Energy Management
(
Poster
)
>
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Hallah Shahid Butt · Qiong Huang · Benjamin Schäfer 🔗 |
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-
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Heart Disease Prediction: A Comparative Study of Optimizers Performance in Deep Neural Networks.
(
Poster
)
>
|
chisom chibuike · Adeyinka Ogunsanya 🔗 |
|
-
|
Mirror Langevin Dynamics with Plug-and-Play Priors for Poisson Inverse Problems
(
Poster
)
>
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Teresa Klatzer · Savvas Melidonis · Konstantinos Zygalakis · Marcelo Pereyra 🔗 |
|
-
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Optimizing the performance and interpretability of multimodal breast cancer screening through late fusion
(
Poster
)
>
|
Asma Zizaan · Ali Idri 🔗 |
|
-
|
An interpretable Bagging of Neuro-Fuzzy Systems
(
Poster
)
>
|
Hafsaa Ouifak · Ali Idri 🔗 |
|
-
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Generalization of Analogies: From Word Vectors to Images
(
Poster
)
>
|
Daniela Teodorescu · Alona Fyshe 🔗 |
|
-
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Fairness-Enhancing Data Augmentation Methods
(
Poster
)
>
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Monica Welfert · Nathan Stromberg · Lalitha Sankar 🔗 |
|
-
|
GeoLLM: Comparative Study and Enhancement of Large Language Models for Geospatial Knowledge Using Retrieval Augmented Generation(RAG).
(
Poster
)
>
|
Serah Akojenu · Olubayo Adekanmbi · Anthony Soronnadi 🔗 |
|
-
|
LLMs on interactive feature collections with implicit look-ahead strategies
(
Poster
)
>
|
Juyeon Heo · Vihari Piratla · Kyunghyun Lee · Hyonkeun Joh · Adrian Weller 🔗 |
|
-
|
Evaluating Simplicity over Complexity: Autoencoder Architectures for Real-Time Vehicle Damage Detection
(
Poster
)
>
|
Sara Khan 🔗 |
|
-
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Supporting Responsible Machine Learning by Improving Data Curation
(
Poster
)
>
|
Eshta Bhardwaj · Christoph Becker 🔗 |
|
-
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Memory-Efficient On-Device Learning for TinyML Applications with Low-Rank Approximation and Quantization in MATLAB
(
Poster
)
>
|
Claire Callon · Jim Joy · Brenda Zhuang 🔗 |
|
-
|
Evaluating Generative AI for Scenario Variation in Automated Driving Validation
(
Poster
)
>
|
Manasa Mariam Mammen · Zafer Kayatas · Eva Zimmermann · Pavel Nedvědický 🔗 |
|
-
|
Advanced Detection of Cochlear Hair Cells Using YOLOv10 in Auditory Diagnostics
(
Poster
)
>
|
· Hannah Graff · Ariana Mondiri · Samantha Phillips · Ashlyn Viereck · Kaylee Van Handel · Cole Krudwig · Adya Huler · Steven Fernandes 🔗 |
|
-
|
Dynamics Based Neural Encoding with Inter-Intra Region Connectivity
(
Poster
)
>
|
Mai Gamal · Mohamed Rashad · Eman Ehab · Seif Eldawlatly · Mennatullah Siam 🔗 |
|
-
|
Saliency Prediction of groups within a convenience store
(
Poster
)
>
|
Rezvan Sherkati · James J. Clark · Yinan Wang · Sansitha Panchadsaram 🔗 |
|
-
|
Subseasonal Prediction of Summer Temperature in West Africa Using Machine Learning: A Case Study of Senegal
(
Poster
)
>
|
Annine Duclaire KENNE · Mory Toure · Lema Logamou Seknewna · Hervé Landry Ketsemen 🔗 |
|
-
|
Cancer-Net SCa-Synth: An Open Access Synthetically Generated 2D Skin Lesion Dataset for Skin Cancer Classification
(
Poster
)
>
|
Chi-en Tai · Oustan Ding · Alexander Wong 🔗 |
|
-
|
Enhancing Trust in Clinically Significant Prostate Cancer Prediction with Multiple Magnetic Resonance Imaging Modalities
(
Poster
)
>
|
Benjamin Ng · Chi-en Tai · Emily Zhixuan Zeng · Alexander Wong 🔗 |
|
-
|
Fast Kernel Scene Flow
(
Poster
)
>
|
Xueqian Li 🔗 |
|
-
|
Sparse Partial Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis
(
Poster
)
>
|
Zeinab Abboud · Herve Lombaert · Samuel Kadoury 🔗 |
|
-
|
Task-Graph and SAC-Based Meta-Learning for Optimized Robotic Task Transfer
(
Poster
)
>
|
Sofanit Wubeshet Beyene · Bizu Melesse Birru 🔗 |
|
-
|
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning
(
Poster
)
>
|
Sujin Yun · Jaewoo Lee · Taeyoung Yun · Jinkyoo Park 🔗 |
|
-
|
A Hierarchical Agriculture Benchmark for Multimodal Large Language Models
(
Poster
)
>
|
Yutong Zhou · Masahiro Ryo 🔗 |
|
-
|
Improving Pavement Temperature Forecasting: Using Temporal Fusion Transformer and Context Enhancement Module
(
Poster
)
>
|
Bizu Melesse Birru · Sofanit Wubeshet 🔗 |
|
-
|
Explainable and Fair AI Models for Culturally Sensitive Healthcare in Rural Nigeria
(
Poster
)
>
|
Ugochi Okafor · Olubayo Adekanmbi · Anthony Soronnadi 🔗 |
|
-
|
Ontology Extraction and Evaluation for the Blue Amazon
(
Poster
)
>
|
Vivian Magri Alcaldi Soares · Renata Wassermann 🔗 |
|
-
|
Reasoning-Driven Jury System for LLM Evaluation
(
Poster
)
>
|
Ayda Sultan 🔗 |
|
-
|
Feasibility of Forecasting Highly Resolved Power Grid Frequency Utilizing Deep Learning
(
Poster
)
>
|
Hadeer El Ashhab · Benjamin Schäfer · Sebastian Pütz · Matthias Hertel · Ralf Mikut · Markus Götz · Veit Hagenmeyer 🔗 |
|
-
|
Copycats: the many lives of a publicly available medical imaging dataset
(
Poster
)
>
|
Amelia Jiménez-Sánchez · Natalia-Rozalia Avlona · Dovile Juodelyte · Théo Sourget · Caroline Vang-Larsen · Anna Rogers · Hubert Zając · Veronika Cheplygina 🔗 |
|
-
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Public Interest AI in Action
(
Poster
)
>
|
Theresa Züger · Hadi Asghari 🔗 |
|
-
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COMPARATIVE STUDY OF LLMS FOR PERSONAL FINANCIAL DECISION IN LOW RESOURCE LANGUAGE
(
Poster
)
>
|
Rashidat Sikiru · Olubayo Adekambi · Anthony Soronnadi 🔗 |
|
-
|
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
(
Poster
)
>
|
Hyeonah Kim · Minsu Kim · Sanghyeok Choi · Jinkyoo Park 🔗 |
|
-
|
Evaluating Machine Learning Methods for PM2.5 Estimation Using Satellite AOD, Low-Cost and Reference-Grade Monitors in Kampala.
(
Poster
)
>
|
Priscilla Adong · Soumyabrata Dev 🔗 |
|
-
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Importance Sampling based Federated Unsupervised Representation Learning
(
Poster
)
>
|
Nazreen Shah · Prachi Goyal · Ranjitha Prasad 🔗 |
|
-
|
Multi-Genera Classification of Mosquitoes Using Convolutional Neural Networks on Wingbeat Acoustics
(
Poster
)
>
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Rose-Mary Owusuaa Mensah Gyening · Nutifafa Agbenor-Efunam · Alice Lakyiere · Edmund Ilimoan Yamba · Kingsley Badu 🔗 |
|
-
|
Scaling Foundation Models for Time Series Forecasting
(
Poster
)
>
|
· Gunjan Jalori · Sercan Arik 🔗 |
|
-
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Lattice Lingo: Effect of Textual Detail on Multimodal Learning for Property Prediction of Crystals
(
Poster
)
>
|
Mrigi Munjal · Jaewan Lee · Changyoung Park · Sehui Han 🔗 |
|
-
|
The Pitfalls of Mixing Gradients in the Byzantine Heterogeneous Setting
(
Poster
)
>
|
Latifa Errami 🔗 |
|
-
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Out-of-domain Analysis in 3D Whole-Body PET/CT Lesion Segmentation
(
Poster
)
>
|
Pauline Ornela Megne Choudja · Christian la Fougère · Konstantin Nikolaou · Clemens Cyran · Michael Ingrisch · Sergios Gatidis · Thomas Kuestner 🔗 |
|
-
|
Text-to-Image License Plate Generation with Latent Diffusion Models
(
Poster
)
>
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Mariia Shpir · Nadiya Shvai · amir nakib 🔗 |
|
-
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A Stratified Seed Selection Algorithm for K-means Clustering on Big Data
(
Poster
)
>
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Namita Bajpai · Jiaul Paik · Sudeshna Sarkar 🔗 |
|
-
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Improving Harm Reduction Tactics for a Multimodal Software Solution
(
Poster
)
>
|
Lucia Berger 🔗 |
|
-
|
Hamiltonian Matching for Symplectic Neural Integrators
(
Poster
)
>
|
Priscilla Canizares · Davide Murari · Ferdia Sherry · Zakhar Shumaylov · Carola-Bibiane Schönlieb 🔗 |
|
-
|
Overlap Detection improves Tabular Data Synthesizers for Imbalanced Datasets
(
Poster
)
>
|
Annie Dsouza · Swetha Magesh · Sunita Sarawagi 🔗 |
|
-
|
Optimizing Cloud-Based Machine Learning Deployments
(
Poster
)
>
|
Kaustubha Vecham 🔗 |
|
-
|
Graph-based Change detection for Natural Language ( Poster ) > link | Akshita Ramya Kamsali 🔗 |
|
-
|
A Framework for Systematic Management of Agent Design Patterns in Multi-Agent Systems
(
Poster
)
>
|
Jagannatham Jahnavi · Yashaswini Viswanath 🔗 |
|
-
|
DrugAgent: A framework for drug discovery streamlined by an LLM Agent
(
Poster
)
>
|
Anushka Shelke · Rohan Kumar · Agneev Ray · Parthiban Srinivasan 🔗 |
|
-
|
Simple and Scalable Algorithms for Cluster-Aware Precision Medicine
(
Poster
)
>
|
Amanda Buch · Conor Liston · Logan Grosenick 🔗 |
|
-
|
Self-Supervised Amharic Text-to-Speech Using Unified Encoder-Decoder Pre-Training
(
Poster
)
>
|
Rahel Mekonen Tamiru · ABEL ALEMU 🔗 |
|
-
|
Maize Yield Response to Fertilizers using Random Forest and Generalized Additive Model
(
Poster
)
>
|
Hulda Sakyi 🔗 |
|
-
|
Supervising Multi-modal Perception of Limited Sensors from an Information Perspective
(
Poster
)
>
|
Anna Min · Ziyang Chen · Hang Zhao 🔗 |
|
-
|
GCC Aware Glaucoma Detection Using Macula OCT Image Analysis Based on Deep Convolutional Neural Networks
(
Poster
)
>
|
Hana Mekonen Tamiru 🔗 |
|
-
|
Investigating Relational State Abstraction in Multi-Agent Reinforcement Learning
(
Poster
)
>
|
Sharlin Utke · Jeremie Houssineau · Giovanni Montana 🔗 |
|
-
|
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset
(
Poster
)
>
|
Khaoula Chehbouni · Jonathan Colaço Carr · Yash More · Jackie CK Cheung · Golnoosh Farnadi 🔗 |
|
-
|
Determining Treatment Disparities across Multiple Healthcare Datasets via Statistical Analysis
(
Poster
)
>
|
Purity Mugambi · Joohyun Chung · Rae Walker · Michael Sherman · Stephanie Carreiro · Madalina Fiterau 🔗 |
|
-
|
Enhancing Inclusivity: Machine Translation of English Biological Research Papers to Nigerian Pidgin-English (A language spoken by over 75 million people)
(
Poster
)
>
|
Flora Oladipupo · Olubayo Adekanmbi · Anthony Soronnadi 🔗 |
|
-
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Evaluating Accented Speech Recognition Performance on Nigerian Accents
(
Poster
)
>
|
Oreoluwa Boluwatife Babatunde · Victor Olufemi · Sakinat Folorunso · Babatunde Oluwasemilore 🔗 |
|
-
|
LLM Unlearning EKG: Evaluations using Knowledge Graphs
(
Poster
)
>
|
Rushali Mohbe · Samuel Scarpino 🔗 |
|
-
|
Detecting Machine-Generated vs. Human-Generated Content Across Varying Text Lengths: Small, Medium, and Large
(
Poster
)
>
|
Anjali Rawal · Hui Wang · Mengyuan Liu · Yu-Hsuan Lin · Youjia Zheng · Shanu Sushmita 🔗 |
|
-
|
Towards accessible NLP in clinical practice: Automated symptom extraction for adolescent endometriosis
(
Poster
)
>
|
Emily L. Leventhal · Rebecca Cohen · Nivedita Nukavarapu · Victoria Lazarov · Sarriyah Hanif · Ipek Ensari 🔗 |
|
-
|
Understanding Intrinsic Socioeconomic Biases in Large Language Models
(
Poster
)
>
|
Mina Arzaghi · Florian Carichon · Golnoosh Farnadi 🔗 |
|
-
|
Mitigating Feature Bias in DL Models for Cervical Cytology ( Poster ) > link | Subhashree Sahu · Shubham Ojha · Aditya Narendra 🔗 |
|
-
|
Are State-of-the-Art Models Really Inclusive? A Short Study on Low-Resource African Languages
(
Poster
)
>
|
Babatunde Oluwasemilore · Oreoluwa Boluwatife Babatunde 🔗 |
|
-
|
Graph Neural Network-Enhanced Multi-Task Learning for Menstrual Disorder Prediction Using Multi-Omics Data
(
Poster
)
>
|
Comfort Adesina 🔗 |
|
-
|
On Optimal Subgroup Definition for Bias Mitigation
(
Poster
)
>
|
Anissa Alloula · Daniel R McGowan · Bartlomiej Papiez 🔗 |
|
-
|
Diabetes Disease Comorbidities
(
Poster
)
>
|
Temitope Folorunso · Sakinat Folorunso 🔗 |
|
-
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Adaptive Knowledge Distillation for Efficient Domain-Specific Language Models.
(
Poster
)
>
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Prajvi Saxena · Sabine Janzen · Wolfgang Maass 🔗 |
|
-
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SEA-GWNN: Simple and Effective Adaptive Graph Wavelet Neural Network
(
Poster
)
>
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Sejuti Rahman · Swakshar Deb · Shafin Rahman 🔗 |
|
-
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Improving E-commerce Sponsored Search Ads Relevance: A Novel Framework Using Large Language Models and Student Models
(
Poster
)
>
|
Isha Shah 🔗 |
|
-
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Risk Profiling using LLM and Few-shot Prompting Technique
(
Poster
)
>
|
Priti Gurung · Manjil Rawal · Moses Garuba · Noha Hazzazi 🔗 |
|
-
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Energy Efficient Machine Learning and Deep Learning Methods for Mosquito Classification
(
Poster
)
>
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Danika Gupta · Ming Zhao · Awani Gadre 🔗 |
|
-
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Implement and evaluate adversarial attack and defense in Deep Learning using MNIST Dataset
(
Poster
)
>
|
Henriette Flore KENNE 🔗 |
|
-
|
Hyperspherical Projections for Continual Learning Using Pre-Trained Models
(
Poster
)
>
|
Anuhya Thota 🔗 |
|
-
|
Towards Rare Event and Anomaly Prediction in Manufacturing: Bridging Methodological Gaps in Industrial Applications
(
Poster
)
>
|
Chathurangi Shyalika · Renjith Prasad · Ruwan Wickramarachchi · Amit Sheth 🔗 |
|
-
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Streamlining Clinical Trial Matching Using a Two-Stage Zero-Shot LLM with Advanced Prompting
(
Poster
)
>
|
🔗 |
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-
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Enhancing Language Models’ Performance on Mathematical Datasets A Multi-Agent Approach
(
Poster
)
>
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Santhoshi Ravichandran · Ashwini Rajaram · Priya Nama Venkatesh 🔗 |
|
-
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Scalable Permutation Invariant Multi-Output Gaussian Processes for Cancer Drug Response
(
Poster
)
>
|
Leiv Ronneberg · Vidhi Lalchand 🔗 |
|
-
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Applying Large Language Models for Causal Structure Learning in Non Small Cell Lung Cance
(
Poster
)
>
|
Narmada Naik · Kevin Matlock 🔗 |
|
-
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Generalist Vision Foundation Model for Endoscopy
(
Poster
)
>
|
Shreya Johri · Tyler Berzin · Pranav Rajpurkar 🔗 |
|
-
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Evaluating the Geometric Consistency of Text-to-3D generated models using Surface Normal Analysis
(
Poster
)
>
|
Samridha Murali · Aswath Muthuselvam 🔗 |
|
-
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Enhancing Communication Efficiency and Robustness in Split-Federated Learning with Rate-Distortion inspired Compression ( Poster ) > link | Chamani Shiranthika Jayakody Kankanamalage · Hadi Hadizadeh · Ivan Bajić · Parvaneh Saeedi 🔗 |
|
-
|
Overcoming Data Scarcity in Digital Agriculture: A Generative Approach to Hyperspectral Imaging
(
Poster
)
>
|
Nooshin Noshiri · Christopher Henry · Christopher Bidinosti 🔗 |
|
-
|
Fairness Before Fitting: Mutual Information Based Criteria for Task Level Fairness
(
Poster
)
>
|
Surbhi Rathore · Sarah Brown 🔗 |
|
-
|
Automated Localization & Segmentation of Brain Tumors Using Attention-Enhanced U-Net
(
Poster
)
>
|
Somayeh Davar · Thomas Fevens 🔗 |
|
-
|
Robust Split-Federated Learning model Using Co-learning mechanism for Medical Image Segmentation
(
Poster
)
>
|
Zahra Hafezi · Hadi Hadizadeh · Parvaneh Saeedi 🔗 |
|
-
|
Smart Labeling for Dynamic Node Classification
(
Poster
)
>
|
Farimah Poursafaei · Pratheeksha Nair · Reihaneh Rabbany 🔗 |
|
-
|
Exploring Human Daily Activity Through a Hierarchical Multimodal Lens
(
Poster
)
>
|
Ghazal Kaviani · Yavuz Yarici · Mohit Prabhushankar · Ghassan AlRegib 🔗 |
|
-
|
Mitigating Disparate Impact of Differential Privacy in Federated Learning through Robust Clustering
(
Poster
)
>
|
Afaf Taik · Saber Malekmohammadi · Golnoosh Farnadi 🔗 |
|
-
|
Multilingual Hallucination Gaps in Large Language Models
(
Poster
)
>
|
Cléa Chataigner · Afaf Taik · Golnoosh Farnadi 🔗 |
|
-
|
StresSense Enhanced: Elevating Stress Detection with Deep Hybrid Models
(
Poster
)
>
|
Nida Saddaf Khan · Nasir Uddin · Gulnaz Anjum · Muhammad Sayeed Ghani 🔗 |
|
-
|
Communication-Efficient Decentralized Continual Learning
(
Poster
)
>
|
Sakshi Choudhary · Sai Aparna Aketi · Gobinda Saha · Kaushik Roy 🔗 |
|
-
|
FeDAG: A DAG Blockchain-Based Hierarchical Federated Transfer Learning for Heterogeneous IoT
(
Poster
)
>
|
Zahra Batool · Kaiwen Zhang · Zhongwen Zhu 🔗 |
|
-
|
Helping Predict Agent Behaviors by Operationalizing Variation Theory of Learning
(
Poster
)
>
|
Tiffany Horter · Serena Booth · Vinitha Gadiraju 🔗 |
|
-
|
What Can 1.5 Million Tweets Reveal About Breast Cancer Patient Concerns? ( Poster ) > link | Swati Rajwal · Avinash Kumar Pandey · Zhishuo Han · Abeed Sarker 🔗 |
|
-
|
Linguistic Entity Masking to Improve Cross-Lingual Sentence Retrieval Capabilities of Multilingual Pre-trained Language Models for Low Resource Languages
(
Poster
)
>
|
Aloka Fernando · Surangika Ranathunga · Nisansa de Silva 🔗 |
|
-
|
Systematic Comparison of Unsupervised and Supervised Learning for Medical Image Segmentation
(
Poster
)
>
|
Sharon Cristell Quispe Carhuapoma · Ingrid Arellano · Pedro Shiguihara 🔗 |
|
-
|
Integrating Graph Neural Networks and Enhanced Sampling for Cryptic Pocket Discovery
(
Poster
)
>
|
Bodhi Vani 🔗 |
|
-
|
Enhancing Data Center Efficiency for Machine Learning: The Role of Superconductors and Insights from Superconducting Power Grid Projects
(
Poster
)
>
|
Samarth Suresh · Smrithi Suresh 🔗 |
|
-
|
Evaluating Implicit Augmentation for Breast Cancer Diagnosis
(
Poster
)
>
|
Yumnah Hasan · talhat khan · Darian Reyes · Juan F H Albarracín · Conor Ryan 🔗 |
|
-
|
Author Profiling of User Comments on Fashion Social Network
(
Poster
)
>
|
KUAN-TING CHEN 🔗 |
|
-
|
Alzheimer's Disease Risk Prediction using Radiomics and Interpretable ML
(
Poster
)
>
|
Louise Bloch · Christoph M. Friedrich 🔗 |
|
-
|
Learning to Reweight Examples in Backdoor Defense
(
Poster
)
>
|
Yufan Feng · Benjamin Tan · Yani Ioannou 🔗 |
|
-
|
Conformal Prediction Sets with Improved Conditional Coverage using Trust Scores
(
Poster
)
>
|
Jivat Neet Kaur · Michael Jordan · Ahmed Alaa 🔗 |
|
-
|
Discovering Power Patterns in time varying HPC Workloads with Matrix Profile: A Clustering Approach
(
Poster
)
>
|
Naw Safrin Sattar · Ahmad Maroof Karimi · Woong Shin · Feiyi Wang 🔗 |
|
-
|
Towards Principled Representation Learning from Videos for Reinforcement Learning
(
Poster
)
>
|
Dipendra Misra · Akanksha Saran · Tengyang Xie · Alex Lamb · John Langford 🔗 |
|
-
|
Principled Masked Autoencoders
(
Poster
)
>
|
Alice Bizeul · Thomas Sutter · Alain Ryser · Julius von Kügelgen · Julia Vogt 🔗 |
|
-
|
Bridging semantics and pragmatics in information-theoretic emergent communication
(
Poster
)
>
|
Eleonora Gualdoni · Mycal Tucker · Roger Levy · Noga Zaslavsky 🔗 |
|
-
|
Enhancing Multi-Intent Dialogue Systems: Personalization through User Preference Knowledge Graphs and RAG
(
Poster
)
>
|
Smitha Muthya Sudheendra · Jaideep Srivastava 🔗 |
|
-
|
Detection and Prediction of Progression of Parkinson’s Disease from Speech
(
Poster
)
>
|
Hiba Akhaddar · Tristan Glatard · Mirco Ravanelli 🔗 |
|
-
|
Test-Time Adaptation with State-Space Models
(
Poster
)
>
|
Mona Schirmer 🔗 |
|
-
|
CAMELOT++: Enhancing Patient Phenotype Discovery through Time-Series Clustering and Survival Analysis
(
Poster
)
>
|
Katarina Vukosavljević · Henrique Aguiar · Tingting Zhu 🔗 |
|
-
|
Multi-Task Learning for T Cell Receptor Sequence Analysis
(
Poster
)
>
|
Prisha Satwani 🔗 |
|
-
|
Evaluating and Enhancing Counter-Argument Generation with Evidence and Style Control
(
Poster
)
>
|
Preetika Verma · Kokil Jaidka · Svetlana Churina 🔗 |
|
-
|
Generating ASCII Art with Discrete Diffusion Models
(
Poster
)
>
|
Maisha thasin 🔗 |
|
-
|
Towards Adversarially Robust Vision-Language Models: Insights from Design Choices and Prompt Formatting Techniques
(
Poster
)
>
|
Rishika Bhagwatkar · Shravan Nayak · Pouya Bashivan · Irina Rish 🔗 |
|
-
|
Confounder-Agnostic Learning: Enhancing Robustness with Projected Gradient Descent
(
Poster
)
>
|
Sneha Chetani · Tatjana Chavdarova 🔗 |
|
-
|
TVL-RAF: Tactile-Vision-Language Integration via Retrieval-Augmented Fusion
(
Poster
)
>
|
Yoorhim Cho 🔗 |
|
-
|
Thermal Image Object Detection via Cross-Modal Knowledge Distillation from RGB
(
Poster
)
>
|
Meron Mihret · Abel Mekonnen · Yeabsira Tessema 🔗 |
|
-
|
GPTCodeval: An Empirical Evaluation Benchmark for Code Generation Using Language Models
(
Poster
)
>
|
Shreya Rajpal · Anbarasi Masilamani · Siva Shanmugam Gopal 🔗 |
|
-
|
Brain Inspired Discrete Representations for GRN Inference using GFlowNets
(
Poster
)
>
|
Nirlipta Pande · Raghav Arora · Dianbo Liu 🔗 |
|
-
|
Enhancing Water Stress Classification using Drift-Aware Dynamic Neural Networks
(
Poster
)
>
|
Tejasri Nampally · Rajalakshmi pachamuthu · Balaji Banothu · Uday Desai 🔗 |
|
-
|
Harnessing U-NET and Multispectral Satellite Imageries for Harmful Algae Blooms (HABs) Segmentation
(
Poster
)
>
|
Amina Said · Julia Dietlmeier · Noel Connor · Margaret McCaul 🔗 |
|
-
|
Understanding Lobbying Strategies in Legislative Process: Bill Position Dataset and Lobbying Analysis
(
Poster
)
>
|
Jiseon Kim · Dongkwan Kim · Joohye Jeong · In Song Kim · Alice Oh 🔗 |
|
-
|
What’s Left After Distillation? How Knowledge Transfer Impacts Fairness and Bias
(
Poster
)
>
|
Aida Mohammadshahi · Yani Ioannou 🔗 |
|
-
|
Modeling neural dynamics using periodic structured state space model
(
Poster
)
>
|
Pranjal Garg · Vatsala Nema 🔗 |
|
-
|
From Stateless to Adaptive: Dynamic Personalization for Conversational Language Models
(
Poster
)
>
|
Cicy Kuriakose Agnes · Wolfgang Maass 🔗 |
|
-
|
Detecting and Approximating Redundant Computational Blocks in Neural Networks
(
Poster
)
>
|
Irene Cannistraci · Emanuele Rodolà · Bastian Rieck 🔗 |
|
-
|
Harnessing Public Opinion with Fine-Tuned Language Models
(
Poster
)
>
|
Jenifer Za Nzambi 🔗 |
|
-
|
Improving Generalization in Neuron-to-Gaze Decoding for Brain-Computer Interfaces
(
Poster
)
>
|
Kendra Noneman · J. Patrick Mayo 🔗 |
|
-
|
Towards Real-Time Detection of Breathing Behavior using Electrocardiogram
(
Poster
)
>
|
Bhargavi Mahesh · Elisabeth Andre 🔗 |
|
-
|
GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring
(
Poster
)
>
|
Celia Rubio-Madrigal · Adarsh Jamadandi · Rebekka Burkholz 🔗 |
|
-
|
HVAC-DPT: A Decision Pretrained Transformer for HVAC Control
(
Poster
)
>
|
Anaïs Berkes 🔗 |
|
-
|
Liquid Resistance Liquid Capacitance Networks
(
Poster
)
>
|
Mónika Farsang · Sophie A. Neubauer · Radu Grosu 🔗 |
|
-
|
Apnea Events Detection in an Upper Airway Stimulation Therapy Device
(
Poster
)
>
|
Meghna Singh · Jaideep Srivastava 🔗 |
|
-
|
Known Unknowns: Out-of-Distribution Property Prediction in Materials
(
Poster
)
>
|
Nofit Segal · Aviv Netanyahu · Rafael Gomez-Bombarelli · Pulkit Agrawal 🔗 |
|
-
|
Exploiting Longitudinal Speech Data via Voice Assistant Systems for Early Detection of Cognitive Decline
(
Poster
)
>
|
Kristin Qi · Youxiang Zhu · Caroline Summerour · John A. Batsis · Xiaohui Liang 🔗 |
|
-
|
Non Invasive Stress Monitoring from Video
(
Poster
)
>
|
Akshata Tiwari · Brian Matejek · Daniel Haehn 🔗 |
|
-
|
Multi-Modal Input Integration Using Convolutional Neural Networks to Predict CRISPRi Efficacy
(
Poster
)
>
|
Renee Napoliello · Lucas Ferns · Hongru Hu · Lacey Malina Walker · Gerald Quon 🔗 |
|
-
|
Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection
(
Poster
)
>
|
Tahira Shehzadi · Khurram Azeem Hashmi · Didier Stricker · Muhammad Zeshan Afzal 🔗 |
|
-
|
Diffusion-Based In-painting of Corrupted Spectrogram
(
Poster
)
>
|
Mahsa Massoud · Reyhane Askari Hemmat · Kai-Feng Chen · Adrian Liu · Siamak Ravanbakhsh 🔗 |
|
-
|
Thinking Big: A LLM Approach to Brain Size Genetics
(
Poster
)
>
|
Claire Hsieh · Gerald Quon · Siddhant Sanghi 🔗 |
|
-
|
LEMoN: Label Error Detection using Multimodal Neighbors
(
Poster
)
>
|
Aparna Balagopalan · Haoran Zhang · Nassim Oufattole · Hyewon Jeong · Jiacheng Zhu · Marzyeh Ghassemi 🔗 |
|
-
|
Benchmark on Peer Review Toxic Detection: A Challenging Task with a New Dataset
(
Poster
)
>
|
Man Luo · Bradley Peterson · Rafael Gan · Hari Ramalingame · Navya Gangrade · Ariadne Dimarogona · Imon Banerjee · Phillip Howard 🔗 |
|
-
|
When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding
(
Poster
)
>
|
Marah Ghoummaid · Uri Shalit 🔗 |
|
-
|
Text-Image Concept Human Alignment Dataset and Metric
(
Poster
)
>
|
Maria Alejandra Bravo 🔗 |
|
-
|
Self-supervised Visualisation of Microscopy Datasets
(
Poster
)
>
|
Ifeoma Veronica Nwabufo · Jan Niklas Böhm · Philipp Berens · Dmitry Kobak 🔗 |
|
-
|
DINGO: Neural Posterior Estimation for Gravitational Waves
(
Poster
)
>
|
Annalena Kofler · Maximilian Dax · Stephen Green · Jonas Wildberger · Nihar Gupte · Jonathan Gair · Michael Puerrer · Jakob Macke · Alessandra Buonanno · Bernhard Schölkopf 🔗 |