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authored a paper 4 months ago

RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning

Paper • 2510.02240 • Published Oct 2, 2025 • 18

authored a paper 6 months ago

When Tokens Talk Too Much: A Survey of Multimodal Long-Context Token Compression across Images, Videos, and Audios

Paper • 2507.20198 • Published Jul 27, 2025 • 28

authored a paper 9 months ago

Can MLLMs Guide Me Home? A Benchmark Study on Fine-Grained Visual Reasoning from Transit Maps

Paper • 2505.18675 • Published May 24, 2025 • 26

authored 2 papers 10 months ago

Is Oracle Pruning the True Oracle?

Paper • 2412.00143 • Published Nov 28, 2024 • 3

Efficient Reasoning Models: A Survey

Paper • 2504.10903 • Published Apr 15, 2025 • 21