|
Workshop
|
|
Multi-modal cascade feature transfer for polymer property prediction
Kiichi Obuchi · YUTA YAHAGI · Kota Matsui · Kiyohiko Toyama · Shukichi Tanaka
|
|
|
Workshop
|
|
Adversarially-robust representation learning through spectral regularization of features
Sheng Yang · Jacob Zavatone-Veth · Cengiz Pehlevan
|
|
|
Workshop
|
|
Learning biologically relevant features in a pathology foundation model using sparse autoencoders
Nhat Le · Neel Patel · Ciyue Shen · Blake Martin · Alfred Eng · Chintan Shah · Sean Grullon · Dinkar Juyal
|
|
|
Poster
|
Wed 16:30
|
How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks
Etai Littwin · Omid Saremi · Madhu Advani · Vimal Thilak · Preetum Nakkiran · Chen Huang · Joshua Susskind
|
|
|
Workshop
|
|
Active Learning for Optimal Minimization of Experimental Characterization Uncertainty
Marcus Schwarting · Nathan Seifert · Logan Ward · Ben Blaiszik · Ian Foster · Yuxin Chen · Kirill Prozument
|
|
|
Workshop
|
|
Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model
Siyu Chen · Beining Wu · Miao Lu · Zhuoran Yang · Tianhao Wang
|
|
|
Workshop
|
|
Toward Understanding How the Data Affects Neural Collapse: A Kernel-Based Approach
Vignesh Kothapalli · Tom Tirer
|
|
|
Workshop
|
Sat 11:00
|
Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model
Siyu Chen · Beining Wu · Miao Lu · Zhuoran Yang · Tianhao Wang
|
|
|
Workshop
|
|
Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning
Chongyi Zheng · Jens Tuyls · Joanne Peng · Benjamin Eysenbach
|
|
|
Workshop
|
|
Multi-task Learning yields Disentangled World Models: Impact and Implications
Pantelis Vafidis · Aman Bhargava · Antonio Rangel
|
|
|
Poster
|
Wed 16:30
|
LoCo: Learning 3D Location-Consistent Image Features with a Memory-Efficient Ranking Loss
Dominik Kloepfer · João Henriques · Dylan Campbell
|
|
|
Workshop
|
|
Robust Feature Learning for Multi-Index Models in High Dimensions
Alireza Mousavi-Hosseini · Adel Javanmard · Murat Erdogdu
|
|
