Publications by Zico Kolter

Journal Article

T-MARS: IMPROVING VISUAL REPRESENTATIONS BY CIRCUMVENTING TEXT FEATURE LEARNING

2024 • 12th International Conference on Learning Representations Iclr 2024
Maini P, Goyal S, Lipton ZC, Kolter JZ, Raghunathan A

Conference

T-MARS: Improving Visual Representations by Circumventing Text Feature Learning.

2024 • ICLR
Maini P, Goyal S, Lipton ZC, Kolter JZ, Raghunathan A

Conference

Test-Time Adaptation Induces Stronger Accuracy and Agreement-on-the-Line

2024 • Advances in Neural Information Processing Systems • 37:
Kim E, Sun M, Baek C, Raghunathan A, Kolter JZ

Journal Article

Text Descriptions are Compressive and Invariant Representations for Visual Learning

2024 • Transactions on Machine Learning Research • 2024:
Feng Z, Bair A, Kolter JZ

Journal Article

THE UPDATE-EQUIVALENCE FRAMEWORK FOR DECISION-TIME PLANNING

2024 • 12th International Conference on Learning Representations Iclr 2024
Sokota S, Farina G, Wu DJ, Hu H, Wang KA, Kolter JZ, Brown N

Conference

The Update-Equivalence Framework for Decision-Time Planning.

2024 • ICLR
Sokota S, Farina G, Wu DJ, Hu H, Wang KA, Kolter JZ, Brown N

Journal Article

TOFU: A Task of Fictitious Unlearning for LLMs.

2024 • CoRR • abs/2401.06121:
Maini P, Feng Z, Schwarzschild A, Lipton ZC, Kolter JZ

Journal Article

Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models

2024 • Advances in Neural Information Processing Systems • 37:
Bick A, Li KY, Xing EP, Kolter JZ, Gu A

Conference

UNDERSTANDING AUGMENTATION-BASED SELF-SUPERVISED REPRESENTATION LEARNING VIA RKHS APPROXIMATION AND REGRESSION

2024 • 12th International Conference on Learning Representations Iclr 2024
Zhai R, Liu B, Risteski A, Kolter Z, Ravikumar P

Journal Article

Understanding Hallucinations in Diffusion Models through Mode Interpolation

2024 • Advances in Neural Information Processing Systems • 37:
Aithal SK, Maini P, Lipton ZC, Zico Kolter J

Journal Article

UNDERSTANDING PROMPT ENGINEERING MAY NOT REQUIRE RETHINKING GENERALIZATION

2024 • 12th International Conference on Learning Representations Iclr 2024
Akinwande V, Jiang Y, Sam D, Kolter JZ

Conference

Understanding prompt engineering may not require rethinking generalization.

2024 • ICLR
Akinwande V, Jiang Y, Sam D, Kolter JZ

Conference

WHY IS SAM ROBUST TO LABEL NOISE?

2024 • 12th International Conference on Learning Representations Iclr 2024
Baek C, Kolter Z, Raghunathan A

Journal Article

(CERTIFIED!!) ADVERSARIAL ROBUSTNESS FOR FREE!

2023 • 11th International Conference on Learning Representations Iclr 2023
Carlini N, Tramèr F, Dvijotham K, Rice L, Sun M, Kolter JZ

Journal Article

A UNIFIED APPROACH TO REINFORCEMENT LEARNING, QUANTAL RESPONSE EQUILIBRIA, AND TWO-PLAYER ZERO-SUM GAMES

2023 • 11th International Conference on Learning Representations Iclr 2023
Sokota S, D'Orazio R, Kolter JZ, Loizou N, Lanctot M, Mitliagkas I, Brown N, Kroer C