Columbia University

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Papers

Two-Fidelity Best-Action Identification for Stochastic Minimax Tree

Minimalist Visual Inertial Odometry

View all Papers

authored a paper about 1 month ago

Smaller Models, Better Rejects: Preference Distillation Scaling

Paper • 2609.38987 • Published Sep 30 • 13

submitted a paper to Daily Papers about 1 month ago

Smaller Models, Better Rejects: Preference Distillation Scaling

Paper • 2609.38987 • Published Sep 30 • 13

authored a paper 5 months ago

Beyond Static Leaderboards: Predictive Validity for the Evaluation of LLM Agents

Paper • 2606.19704 • Published Jun 18 • 42

submitted a paper to Daily Papers 5 months ago

Two-Fidelity Best-Action Identification for Stochastic Minimax Tree

Paper • 2606.01708 • Published Jun 1 • 3

submitted a paper to Daily Papers 6 months ago

Minimalist Visual Inertial Odometry

Paper • 2605.19990 • Published May 19 • 1

authored 4 papers 6 months ago

CARPE: Context-Aware Image Representation Prioritization via Ensemble for Large Vision-Language Models

Paper • 2601.13622 • Published Jan 20 • 1

Personalized RewardBench: Evaluating Reward Models with Human Aligned Personalization

Paper • 2604.07343 • Published Apr 8 • 11

When Vision Speaks for Sound

Paper • 2605.16403 • Published May 13 • 75

ModelLens: Finding the Best for Your Task from Myriads of Models

Paper • 2605.07075 • Published May 8 • 15

submitted a paper to Daily Papers 6 months ago

ModelLens: Finding the Best for Your Task from Myriads of Models

Paper • 2605.07075 • Published May 8 • 15

submitted a paper to Daily Papers 7 months ago

Personalized RewardBench: Evaluating Reward Models with Human Aligned Personalization

Paper • 2604.07343 • Published Apr 8 • 11

updated a Space 7 months ago

README

submitted a paper to Daily Papers 9 months ago

The Truthfulness Spectrum Hypothesis

Paper • 2602.20273 • Published Feb 23 • 2

authored a paper 10 months ago

Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models

Paper • 2505.19616 • Published May 26, 2025 • 1

submitted a paper to Daily Papers 11 months ago

Exploration v.s. Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward

Paper • 2512.16912 • Published Dec 18, 2025 • 12

authored a paper over 1 year ago

Constructing a 3D Town from a Single Image

Paper • 2505.15765 • Published May 21, 2025 • 24

authored a paper over 1 year ago

AAD-LLM: Neural Attention-Driven Auditory Scene Understanding

Paper • 2502.16794 • Published Feb 24, 2025 • 5

published a Space almost 2 years ago

README

authored 2 papers about 2 years ago

Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning

Paper • 2305.13660 • Published May 23, 2023

ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning

Paper • 2401.16349 • Published Jan 29, 2024