Goyal, Sachin

16 publications

ICLRW 2025 Context-Parametric Inversion: Why Instruction Finetuning Can Worsen Context Reliance Sachin Goyal, Christina Baek, J Zico Kolter, Aditi Raghunathan

ICLR 2025 Context-Parametric Inversion: Why Instruction Finetuning May Not Actually Improve Context Reliance Sachin Goyal, Christina Baek, J Zico Kolter, Aditi Raghunathan

ICLR 2025 Inference Optimal VLMs Need Fewer Visual Tokens and More Parameters Kevin Li, Sachin Goyal, João D. Semedo, J Zico Kolter

ICLRW 2025 Inference Optimal VLMs Need Fewer Visual Tokens and More Parameters Kevin Li, Sachin Goyal, João D. Semedo, J Zico Kolter

ICML 2025 Overtrained Language Models Are Harder to Fine-Tune Jacob Mitchell Springer, Sachin Goyal, Kaiyue Wen, Tanishq Kumar, Xiang Yue, Sadhika Malladi, Graham Neubig, Aditi Raghunathan

ICLRW 2025 Overtrained Language Models Are Harder to Fine-Tune Jacob Mitchell Springer, Sachin Goyal, Kaiyue Wen, Tanishq Kumar, Xiang Yue, Sadhika Malladi, Graham Neubig, Aditi Raghunathan

NeurIPS 2025 Safety Pretraining: Toward the Next Generation of Safe AI Pratyush Maini, Sachin Goyal, Dylan Sam, Alexander Robey, Yash Savani, Yiding Jiang, Andy Zou, Matt Fredrikson, Zachary Chase Lipton, J Zico Kolter

CVPR 2024 Scaling Laws for Data Filtering-- Data Curation Cannot Be Compute Agnostic Sachin Goyal, Pratyush Maini, Zachary C. Lipton, Aditi Raghunathan, J. Zico Kolter

ICLR 2024 T-MARS: Improving Visual Representations by Circumventing Text Feature Learning Pratyush Maini, Sachin Goyal, Zachary Chase Lipton, J Zico Kolter, Aditi Raghunathan

ICLRW 2024 The Science of Data Filtering: Data Curation Cannot Be Compute Agnostic Sachin Goyal, Pratyush Maini, Zachary Chase Lipton, Aditi Raghunathan, J Zico Kolter

ICLR 2024 Think Before You Speak: Training Language Models with Pause Tokens Sachin Goyal, Ziwei Ji, Ankit Singh Rawat, Aditya Krishna Menon, Sanjiv Kumar, Vaishnavh Nagarajan

CVPR 2023 Finetune like You Pretrain: Improved Finetuning of Zero-Shot Vision Models Sachin Goyal, Ananya Kumar, Sankalp Garg, Zico Kolter, Aditi Raghunathan

NeurIPSW 2023 Think Before You Speak: Training Language Models with Pause Tokens Sachin Goyal, Ziwei Ji, Ankit Singh Rawat, Aditya Krishna Menon, Sanjiv Kumar, Vaishnavh Nagarajan

NeurIPSW 2022 MET: Masked Encoding for Tabular Data Kushal Alpesh Majmundar, Sachin Goyal, Praneeth Netrapalli, Prateek Jain

NeurIPS 2022 Test Time Adaptation via Conjugate Pseudo-Labels Sachin Goyal, Mingjie Sun, Aditi Raghunathan, J. Zico Kolter

ICML 2020 DROCC: Deep Robust One-Class Classification Sachin Goyal, Aditi Raghunathan, Moksh Jain, Harsha Vardhan Simhadri, Prateek Jain