Sicheng Feng

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upvoted a paper 14 days ago

MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding

Paper • 2510.23479 • Published 15 days ago • 14

upvoted 2 papers about 1 month ago

OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot

Paper • 2510.06751 • Published Oct 8 • 21

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

Paper • 2510.02240 • Published Oct 2 • 17

upvoted a paper 4 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 • 26

upvoted a collection 4 months ago

ReasonMap

Collection

A fine-grained visual reasoning benchmark (We show more question types in the extension dataset.) • 3 items • Updated Oct 1 • 8

upvoted 2 papers 5 months ago

Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16 • 43

PixelThink: Towards Efficient Chain-of-Pixel Reasoning

Paper • 2505.23727 • Published May 29 • 5

upvoted 5 papers 6 months ago

HoliTom: Holistic Token Merging for Fast Video Large Language Models

Paper • 2505.21334 • Published May 27 • 21

OminiControl: Minimal and Universal Control for Diffusion Transformer

Paper • 2411.15098 • Published Nov 22, 2024 • 61

Efficient Gaussian Splatting for Monocular Dynamic Scene Rendering via Sparse Time-Variant Attribute Modeling

Paper • 2502.20378 • Published Feb 27 • 5

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

Paper • 2505.18675 • Published May 24 • 25

Thinkless: LLM Learns When to Think

Paper • 2505.13379 • Published May 19 • 50

upvoted 3 papers 7 months ago

Efficient Reasoning Models: A Survey

Paper • 2504.10903 • Published Apr 15 • 20

Plug-and-Play 1.x-Bit KV Cache Quantization for Video Large Language Models

Paper • 2503.16257 • Published Mar 20 • 25

Is Oracle Pruning the True Oracle?

Paper • 2412.00143 • Published Nov 28, 2024 • 2