Papers
Fine-Grained Multi Image Object Hallucination Benchmark
Joonki Min, Chaeyun Kim, Hyungwook Choi et al.
Concept Regions Matter: Benchmarking CLIP with a New Cluster-Importance Approach
Aishwarya Agarwal, Srikrishna Karanam, Vineet Gandhi
A Self-Conditioned Representation Guided Diffusion Model for Realistic Text-to-LiDAR Scene Generation
Wentao Qu, Guofeng Mei, Yang Wu et al.
Evo-Retriever: LLM-Guided Curriculum Evolution with Viewpoint-Pathway Collaboration for Multimodal Document Retrieval
Weiqing Li, Jinyue Guo, Yaqi Wang et al.
Lifelong Imitation Learning with Multimodal Latent Replay and Incremental Adjustment
Fanqi Yu, Matteo Tiezzi, Tommaso Apicella et al.
Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance
Minxing Luo, Linlong Fan, Qiushi Wang et al.
SATTC: Structure-Aware Label-Free Test-Time Calibration for Cross-Subject EEG-to-Image Retrieval
Qunjie Huang, Weina Zhu
Learning Cross-View Object Correspondence via Cycle-Consistent Mask Prediction
Shannan Yan, Leqi Zheng, Keyu Lv et al.
Drainage: A Unifying Framework for Addressing Class Uncertainty
Yasser Taha, Grégoire Montavon, Nils Körber
Coordinate Denoising for Non-Equilibrium Molecular Representation Learning
Qianwei Tang, Baile Xu, Jian Zhao et al.
Socratic-Geo: Synthetic Data Generation and Cross-Modal Geometric Reasoning via Multi-Agent Interaction
Zhengbo Jiao, Zifan Zhang, Shaobo Wang et al.
All in One: Unifying Deepfake Detection, Tampering Localization, and Source Tracing with a Robust Landmark-Identity Watermark
Junjiang Wu, Liejun Wang, Zhiqing Guo
Less is More: Data-Efficient Adaptation for Controllable Text-to-Video Generation
Shihan Cheng, Nilesh Kulkarni, David Hyde et al.
What Do Visual Tokens Really Encode? Uncovering Sparsity and Redundancy in Multimodal Large Language Models
Yingqi Fan, Junlong Tong, Anhao Zhao et al.
GDFA: Geometry-Driven Federated Unlearning with Directional Task Vector Alignment
Xiuting Weng, Ruizhi Pu, Yuanhang Yao et al.
OVI-MAP: Open-Vocabulary Instance-Semantic Mapping
Zilong Deng, Federico Tombari, Marc Pollefeys et al.
LiREC-Net: A Target-Free and Learning-Based Network for LiDAR, RGB, and Event Calibration
Aditya Ranjan Dash, Ramy Battrawy, René Schuster et al.
T2SGrid: Temporal-to-Spatial Gridification for Video Temporal Grounding
Chaohong Guo, Yihan He, Yongwei Nie et al.
FreqSIC: Frequency-aware Stereo Image Compression with Bi-directional Checkerboard Context Model
Shiyu Qin, Yongkang Lu, Yimin Zhou et al.
Ultra-Low Bitrate Perceptual Image Compression with Shallow Encoder
Tianyu Zhang, Dong Liu, Chang Wen Chen
Towards Stable Self-Supervised Object Representations in Unconstrained Egocentric Video
Yuting Tan, Xilong Cheng, Yunxiao Qin et al.
TTL: Test-time Textual Learning for OOD Detection with Pretrained Vision-Language Models
Jinlun Ye, Jiang Liao, Runhe Lai et al.
Anomaly as Non-Conformity via Training-Free Graph Laplacian Energy Minimization
Jungwook Seo, Minjeong Kim, Younkwan Lee et al.
Rosetta Stone For Unified MLLMs: A Unified Tokenizer to Decipher Understanding and Generation
Wenyu Sun, Hufei Li, Ruijin Jin et al.