Papers
FedHarmony: Harmonizing Heterogeneous Label Correlations in Federated Multi-Label Learning
Zhiqiang Kou, Junxiang Wu, Wenke Huang et al.
Test-Time Alignment of Text-to-Image Diffusion Models via Null-Text Embedding Optimisation
Taehoon Kim, Henry Gouk, Timothy Hospedales
The LLM Bottleneck: Why Open-Source Vision LLMs Struggle with Hierarchical Visual Recognition
Yuwen Tan, Yuan Qing, Boqing Gong
Remedying Target-Domain Astigmatism for Cross-Domain Few-Shot Object Detection
Yongwei Jiang, Yixiong Zou, Yuhua Li et al.
Mostly Text, Smart Visuals: Asymmetric Text-Visual Pruning for Large Vision-Language Models
Sijie Li, Biao Qian, Jungong Han
Temporal Equilibrium MeanFlow: Bridging the Scale Gap for One-Step Generation
Yuanpeng Tu, Yunpeng Chen, Xinyu Zhang et al.
NAMI: Efficient Image Generation via Bridged Progressive Rectified Flow Transformers
Yuhang Ma, Bo Cheng, Shanyuan Liu et al.
TIPSv2: Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment
Bingyi Cao, Koert Chen, Kevis-Kokitsi Maninis et al.
Sparsity as a Key: Unlocking New Insights from Latent Structures for Out-of-Distribution Detection
Ahyoung Oh, Wonseok Shin, Songkuk Kim
Energy-GS: Image Energy-guided Pose Alignment Gaussian Splatting with redesigned pose gradient flow
Yu Gao, Lutong Su, Ruixiang Huang et al.
Adaptive Data Augmentation with Multi-armed Bandit: Sample-Efficient Embedding Calibration for Implicit Pattern Recognition
Minxue Tang, Yangyang Yu, Aolin Ding et al.
Beyond Single-View Sufficiency: CVBench for Cross-View Human Understanding
Tianchen Guo, Chen Liu, Xin Yu
SpikeTrack: A Spike-driven Framework for Efficient Visual Tracking
Qiuyang Zhang, Jiujun Cheng, Qichao Mao et al.
Towards Policy-Adaptive Image Guardrail: Benchmark and Method
Caiyong Piao, Zhiyuan Yan, Haoming Xu et al.
Simple-ViLMedSAM: Simple Text Prompts Meet Vision-Language Models for Medical Image Segmentation
Chengcan Qian, Dong Nie, Geng Chen et al.
SIMPLEPOSTER: A SIMPLE BASELINE FOR PRODUCT POSTER GENERATION
Benlei Cui, Fangao Zeng, Weitao Jiang et al.
MoRe: Motion-aware Feed-forward 4D Reconstruction Transformer
Juntong Fang, Zequn Chen, Weiqi Zhang et al.
Group Diffusion: Enhancing Image Generation by Unlocking Cross-Sample Collaboration
Sicheng Mo, Thao Nguyen, Richard Zhang et al.
HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks
Ting Zhou, Daoyuan Chen, Qirui Jiao et al.
MusicInfuser: Making Video Diffusion Listen and Dance
Susung Hong, Ira Kemelmacher-Shlizerman, Brian Curless et al.
SALMUBench: A Benchmark for Sensitive Association-Level Multimodal Unlearning
Cai Selvas-Sala, Lei Kang, Lluis Gomez
PRISM: Learning a Shared Primitive Space for Transferable Skeleton Action Representation
Di Yang, Yaohui Wang, Shuai Shao et al.
Learning Coordinate-based Convolutional Kernels for Continuous SE(3) Equivariant and Efficient Point Cloud Analysis
Jaein Kim, Hee Bin Yoo, Dong-Sig Han et al.
FoundIR-v2: Optimizing Pre-Training Data Mixtures for Image Restoration Foundation Model
Xiang Chen, Jinshan Pan, Jiangxin Dong et al.
GSV2X: Geometry-Aware Uncertainty Modeling and Orthogonal Fusion for Robust Roadside Perception
Jianqiang Xu, Gensheng Pei, Huafeng Liu et al.