Preprint Context-Parametric Inversion: Why Instruction Finetuning Can Worsen Context Reliance 2024 Goyal S, Baek C, Kolter JZ, Raghunathan A
Journal Article Diffusing Differentiable Representations 2024 • Advances in Neural Information Processing Systems • 37: Savani Y, Finzi M, Kolter JZ
Preprint Finetuning CLIP to Reason about Pairwise Differences 2024 Sam D, Willmott D, Semedo JD, Kolter JZ
Preprint FUSE-ing Language Models: Zero-Shot Adapter Discovery for Prompt Optimization Across Tokenizers 2024 Williams JN, Kolter JZ
Preprint HyperCLIP: Adapting Vision-Language models with Hypernetworks 2024 Akinwande V, Norouzzadeh MS, Willmott D, Bair A, Ganesh MR, Kolter JZ
Preprint Inference Optimal VLMs Need Fewer Visual Tokens and More Parameters 2024 Li KY, Goyal S, Semedo JD, Kolter JZ
Journal Article MANIFOLD PRESERVING GUIDED DIFFUSION 2024 • 12th International Conference on Learning Representations Iclr 2024 He Y, Murata N, Lai CH, Takida Y, Uesaka T, Kim D, Liao WH, Mitsufuji Y, Kolter JZ, Salakhutdinov R, Ermon S
Preprint Mimetic Initialization Helps State Space Models Learn to Recall 2024 Trockman A, Harutyunyan H, Kolter JZ, Kumar S, Bhojanapalli S
Journal Article ON THE JOINT INTERACTION OF MODELS, DATA, AND FEATURES 2024 • 12th International Conference on Learning Representations Iclr 2024 Jiang Y, Baek C, Kolter JZ
Preprint One-Step Diffusion Distillation through Score Implicit Matching 2024 Luo W, Huang Z, Geng Z, Kolter JZ, Qi G-J
Journal Article One-Step Diffusion Distillation through Score Implicit Matching 2024 • Advances in Neural Information Processing Systems • 37: Luo W, Huang Z, Geng Z, Kolter JZ, Qi GJ
Preprint Prompt Recovery for Image Generation Models: A Comparative Study of Discrete Optimizers 2024 Williams JN, Schwarzschild A, He Y, Kolter JZ
Preprint Rethinking Distance Metrics for Counterfactual Explainability 2024 Williams JN, Katakkar A, Heidari H, Kolter JZ
Preprint Rethinking LLM Memorization through the Lens of Adversarial Compression 2024 Schwarzschild A, Feng Z, Maini P, Lipton ZC, Kolter JZ
Journal Article Rethinking LLM Memorization through the Lens of Adversarial Compression 2024 • Advances in Neural Information Processing Systems • 37: Schwarzschild A, Feng Z, Maini P, Lipton ZC, Kolter JZ
Preprint Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic 2024 Goyal S, Maini P, Lipton ZC, Raghunathan A, Kolter JZ
Journal Article Scaling Laws for Data Filtering-Data Curation <i>cannot</i> be Compute Agnostic 2024 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 22702-22711 Goyal S, Maini P, Lipton ZC, Raghunathan A, Kolter JZ
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
