University of Wisconsin - Madison

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Papers

When Does Trajectory-Level Supervision Permit Efficient Offline Reinforcement Learning?

Expert-Choice Routing Enables Adaptive Computation in Diffusion Language Models

View all Papers

authored 3 papers 8 days ago

ChronoAgentic: A Code-based Multi-Agent World Simulator for Physically Grounded Simulation Construction

Paper • 2605.14398 • Published Aug 20

VIEWCRAFT: Evolving What Multimodal Agents See and How They Read It

Paper • 2610.15915 • Published 17 days ago • 25

UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens

Paper • 2505.14671 • Published May 20, 2025

authored a paper 25 days ago

Sharpening Tax in Post-Training

Paper • 2610.01509 • Published 27 days ago • 112

submitted a paper to Daily Papers 26 days ago

Sharpening Tax in Post-Training

Paper • 2610.01509 • Published 27 days ago • 112

authored 2 papers 4 months ago

Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring

Paper • 2605.30834 • Published May 29 • 9

Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents

Paper • 2606.26080 • Published Jun 24 • 13

submitted a paper to Daily Papers 4 months ago

Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents

Paper • 2606.26080 • Published Jun 24 • 13

submitted a paper to Daily Papers 4 months ago

When Does Trajectory-Level Supervision Permit Efficient Offline Reinforcement Learning?

Paper • 2606.18531 • Published Jun 16 • 4

authored 2 papers 5 months ago

Agent Skills Should Go Beyond Text: The Case for Visual Skills

Paper • 2606.01414 • Published May 31 • 9

MementoGUI: Learning Agentic Multimodal Memory Control for Long-Horizon GUI Agents

Paper • 2605.18652 • Published May 18 • 7

submitted a paper to Daily Papers 7 months ago

Expert-Choice Routing Enables Adaptive Computation in Diffusion Language Models

Paper • 2604.01622 • Published Apr 2 • 6

authored a paper 7 months ago

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

Paper • 2603.25744 • Published Mar 26 • 12

submitted a paper to Daily Papers 7 months ago

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

Paper • 2603.25744 • Published Mar 26 • 12

authored a paper 9 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 9 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 9 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 9 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 11 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 about 1 year ago

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

Paper • 2509.23050 • Published Sep 27, 2025 • 15