Affinity Workshop

Estimating Uncertainty in Safety-Critical Deep Learning Models
Oishi Deb

Poster

Wed 14:00

Deep Model Reassembly
Xingyi Yang · Daquan Zhou · Songhua Liu · Jingwen Ye · Xinchao Wang

Poster

Thu 9:00

On the Robustness of Deep Clustering Models: Adversarial Attacks and Defenses
Anshuman Chhabra · Ashwin Sekhari · Prasant Mohapatra

Tutorial

Mon 5:30

Deep dive on foundation models for computer vision
Pin-Yu Chen

Tutorial

Mon 5:55

Deep dive on foundation models for code
Sijia Liu

Poster

HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding
Yi.shi Xu · Dongsheng Wang · Bo Chen · Ruiying Lu · Zhibin Duan · Mingyuan Zhou

Poster

Wed 14:00

A Closer Look at the Adversarial Robustness of Deep Equilibrium Models
Zonghan Yang · Tianyu Pang · Yang Liu

Affinity Workshop

Enhancing Epidemiological Surveillance Systems Using Dynamic Modeling: A Scoping Review
ADEGBOYEGA ADEBAYO

Poster

Thu 9:00

Handcrafted Backdoors in Deep Neural Networks
Sanghyun Hong · Nicholas Carlini · Alexey Kurakin

Workshop

Explainable Deep Generative Models, Ancestral Fragments, and Murky Regions of the Protein Structure Universe
Eli Draizen · Cameron Mura · Philip Bourne

Poster

Knowledge-Aware Bayesian Deep Topic Model
Dongsheng Wang · Yi.shi Xu · Miaoge Li · Zhibin Duan · Chaojie Wang · Bo Chen · Mingyuan Zhou

Poster

Wed 14:00

Neurosymbolic Deep Generative Models for Sequence Data with Relational Constraints
Halley Young · Maxwell Du · Osbert Bastani