Papers
Quantized Residuals to Continuous Prompts for Few-Shot Class Incremental Learning in Vision-Language Models
Abhishek Kumar Sinha, Nitant Dube, Soma Biswas
Unique Lives, Shared World: Learning from Single-Life Videos
Tengda Han, Sayna Ebrahimi, Dilara Gokay et al.
CME-CAD: Heterogeneous Collaborative Multi-Expert Reinforcement Learning for CAD Code Generation
Ke Niu, Haiyang Yu, Zhuofan Chen et al.
Cloning Deterministic Worlds: The Critical Role of Latent Geometry in Long-Horizon World Models
Zaishuo Xia, Yukuan Lu, Xinyi Li et al.
Catalyst4D: High-Fidelity 3D-to-4D Scene Editing via Dynamic Propagation
Shifeng Chen, Yihui Li, Jun Liao et al.
Training-free, Perceptually Consistent Low-Resolution Previews with High-Resolution Image for Efficient Workflows of Diffusion Models
Wongi Jeong, Hoigi Seo, Se Young Chun
HybridDriveVLA: Vision-Language-Action Model with Visual CoT reasoning and ToT Evaluation for Autonomous Driving
Yipene Cedric Francois Bassole, Sungwoo Kim, Jiwoo Jung et al.
GT-SVJ: Generative-Transformer-Based Self-Supervised Video Judge For Efficient Video Reward Modeling
Shivanshu Shekhar, Uttaran Bhattacharya, Raghavendra Addanki et al.
Continual Distillation of Teachers from Different Domains
Nicolas Michel, Maorong Wang, Jiangpeng He et al.
Spk2VidNet: A Hierarchical Recurrent Architecture for High-Fidelity Video Reconstruction from Long Spike-Camera Streams
Yuanlin Wang, Ruiqin Xiong, Jiyu Xie et al.
Choreographing a World of Dynamic Objects
Yanzhe Lyu, Chen Geng, Karthik Dharmarajan et al.
CompBench: Benchmarking Complex Instruction-guided Image Editing
Bohan Jia, Wenxuan Huang, Yuntian Tang et al.
DirectFisheye-GS: Enabling Native Fisheye Input in Gaussian Splatting with Cross-View Joint Optimization
Zhengxian Yang, Fei Xie, Xutao Xue et al.
Generalizable Structure-Aware Keypoint Correspondence for Category-Unified 3D Single Object Tracking
Jie Xiao, Yinchao Ma, Yuyang Tang et al.
SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures
Nedjma Ousidhoum, Junho Myung, Carla Perez-Almendros et al.
SemEval-2026 Task 1: MWAHAHA, Models Write Automatic Humor And Humans Annotate
Santiago Castro, Luis Chiruzzo, Santiago Góngora et al.
SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization
Usman Naseem, Robert Geislinger, Ada Ren et al.
SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis (DimABSA)
Liang-Chih Yu, Jonas Becker, Shamsuddeen Hassan Muhammad et al.
SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays
Nikita Soni, H. Andrew Schwartz, Ryan L. Boyd et al.
SemEval-2026 Task 11: Disentangling Content and Formal Reasoning in Large Language Models
Marco Valentino, Leonardo Ranaldi, Giulia Pucci et al.
SemEval-2026 Task 6: CLARITY – Unmasking Political Question Evasions
Konstantinos Thomas, Giorgos Filandrianos, Maria Lymperaiou et al.
SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding
Janosch Gehring, Selina Meyer, Michael Roth
SemEval-2026 Task 8: MTRAGEval: Evaluating Multi-Turn RAG Conversations
Sara Rosenthal, Vraj Shah, Yannis Katsis et al.
SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language Models
Pengfei Cao, Mingxuan Yang, Yubo Chen et al.