Hritik Bansal

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authored 2 papers 4 months ago

When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoning

Paper • 2504.01005 • Published Apr 1 • 16

OpenVLThinker: An Early Exploration to Complex Vision-Language Reasoning via Iterative Self-Improvement

Paper • 2503.17352 • Published Mar 21 • 24

authored a paper about 1 year ago

DataComp-LM: In search of the next generation of training sets for language models

Paper • 2406.11794 • Published Jun 17, 2024 • 54

authored 7 papers over 1 year ago

Leaving Reality to Imagination: Robust Classification via Generated Datasets

Paper • 2302.02503 • Published Feb 5, 2023

ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling

Paper • 2307.01909 • Published Jul 4, 2023

Peering Through Preferences: Unraveling Feedback Acquisition for Aligning Large Language Models

Paper • 2308.15812 • Published Aug 30, 2023 • 1

MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Paper • 2310.02255 • Published Oct 3, 2023 • 2

Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation

Paper • 2305.14327 • Published May 23, 2023

ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models

Paper • 2401.13311 • Published Jan 24, 2024 • 12

VideoCon: Robust Video-Language Alignment via Contrast Captions

Paper • 2311.10111 • Published Nov 15, 2023 • 9

authored 2 papers almost 2 years ago

CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning

Paper • 2303.03323 • Published Mar 6, 2023 • 1

VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use

Paper • 2308.06595 • Published Aug 12, 2023 • 6