University of Wisconsin - Madison

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Recent Activity

BochengZou authored a paper 8 days ago

MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models

mucai submitted a paper 8 days ago

MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models

changdae authored a paper about 2 months ago

Thinking Makes LLM Agents Introverted: How Mandatory Thinking Can Backfire in User-Engaged Agents

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Papers

MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models

See, Hear, and Understand: Benchmarking Audiovisual Human Speech Understanding in Multimodal Large Language Models

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authored a paper 8 days ago

MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models

Paper • 2603.25744 • Published 8 days ago • 12

submitted a paper to Daily Papers 8 days ago

MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models

Paper • 2603.25744 • Published 8 days ago • 12

authored a paper about 2 months ago

Thinking Makes LLM Agents Introverted: How Mandatory Thinking Can Backfire in User-Engaged Agents

Paper • 2602.07796 • Published Feb 8 • 7

submitted a paper to Daily Papers about 2 months ago

Thinking Makes LLM Agents Introverted: How Mandatory Thinking Can Backfire in User-Engaged Agents

Paper • 2602.07796 • Published Feb 8 • 7

authored a paper about 2 months ago

Towards Reducible Uncertainty Modeling for Reliable Large Language Model Agents

Paper • 2602.05073 • Published Feb 4 • 11

submitted a paper to Daily Papers about 2 months ago

Towards Reducible Uncertainty Modeling for Reliable Large Language Model Agents

Paper • 2602.05073 • Published Feb 4 • 11

submitted a paper to Daily Papers 4 months ago

See, Hear, and Understand: Benchmarking Audiovisual Human Speech Understanding in Multimodal Large Language Models

Paper • 2512.02231 • Published Dec 1, 2025 • 9

authored a paper 4 months ago

ViDiC: Video Difference Captioning

Paper • 2512.03405 • Published Dec 3, 2025 • 28

authored a paper 6 months ago

Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding

Paper • 2509.23050 • Published Sep 27, 2025 • 15

authored 5 papers 11 months ago

DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation

Paper • 2410.03782 • Published Oct 3, 2024 • 1

Towards Calibrated Robust Fine-Tuning of Vision-Language Models

Paper • 2311.01723 • Published Nov 3, 2023

Learning Fair Representation via Distributional Contrastive Disentanglement

Paper • 2206.08743 • Published Jun 17, 2022

Visual Instruction Bottleneck Tuning

Paper • 2505.13946 • Published May 20, 2025 • 10

Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach

Paper • 2502.00577 • Published Feb 1, 2025

authored 2 papers about 1 year ago

BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning

Paper • 2303.14773 • Published Mar 26, 2023

Geodesic Multi-Modal Mixup for Robust Fine-Tuning

Paper • 2203.03897 • Published Mar 8, 2022 • 1

authored 2 papers over 1 year ago

TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models

Paper • 2410.10818 • Published Oct 14, 2024 • 16

VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation

Paper • 2407.10972 • Published Jul 15, 2024 • 1

authored a paper almost 2 years ago

LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model

Paper • 2405.02363 • Published May 3, 2024 • 1

authored a paper about 2 years ago

Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want

Paper • 2403.20271 • Published Mar 29, 2024 • 3