Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods
Paper • 2510.07143 • Published • 13
Xu Zheng
xz287
AI & ML interests
Computer Vision & MLLM
Recent Activity
upvoted a paper 13 days ago
DVD: Deterministic Video Depth Estimation with Generative Priors liked a dataset about 2 months ago
UUUserna/OSR-Bench upvoted a paper 5 months ago
Multimodal Spatial Reasoning in the Large Model Era: A Survey and
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paper 5 months ago
authored 17
papers 10 months ago
A Good Student is Cooperative and Reliable: CNN-Transformer Collaborative Learning for Semantic Segmentation
Paper • 2307.12574 • Published
Look at the Neighbor: Distortion-aware Unsupervised Domain Adaptation for Panoramic Semantic Segmentation
Paper • 2308.05493 • Published
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition
Paper • 2403.14082 • Published
Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities
Paper • 2407.11351 • Published
SAVEn-Vid: Synergistic Audio-Visual Integration for Enhanced Understanding in Long Video Context
Paper • 2411.16213 • Published • 2
TimeX++: Learning Time-Series Explanations with Information Bottleneck
Paper • 2405.09308 • Published
Image Anything: Towards Reasoning-coherent and Training-free Multi-modal Image Generation
Paper • 2401.17664 • Published
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
Paper • 2502.00848 • Published • 1
Chasing Day and Night: Towards Robust and Efficient All-Day Object Detection Guided by an Event Camera
Paper • 2309.09297 • Published
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges
Paper • 2412.11936 • Published
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance
Paper • 2503.02581 • Published
DiMeR: Disentangled Mesh Reconstruction Model
Paper • 2504.17670 • Published • 24
Shifting AI Efficiency From Model-Centric to Data-Centric Compression
Paper • 2505.19147 • Published • 146
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness
Paper • 2503.18445 • Published • 1
MLLMs are Deeply Affected by Modality Bias
Paper • 2505.18657 • Published • 5
Split Matching for Inductive Zero-shot Semantic Segmentation
Paper • 2505.05023 • Published
Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook
Paper • 2503.18016 • Published