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Deep Learning

78,198 papers (26 classified directly here)

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Papers (including subtopics)

CSIRO-LT at SemEval-2026 Task 2: In-the-Wild Valence and Arousal Forecasting on Ecological Text Time Series SemEval 2026 CSRP: Chain-of-Thought Reasoning for Chinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards ACL 2026 CSVR: Combined Surface and Volume Registration for Neonatal Brain MRI MIDL 2026 CTCal: Rethinking Text-to-Image Diffusion Models via Cross-Timestep Self-Calibration CVPR 2026 CtrlFuse: Mask-Prompt Guided Controllable Infrared and Visible Image Fusion AAAI 2026 CTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher ACL 2026 CubeComposer: Spatio-Temporal Autoregressive 4K 360deg Video Generation from Perspective Video CVPR 2026 CUBic: Coordinated Unified Bimanual Perception and Control Framework CVPR 2026 Cubic Discrete Diffusion: Discrete Visual Generation on High-Dimensional Representation Tokens CVPR 2026 CUE: Concept-Aware Multi-Label Expansion to Mitigate Concept Confusion in Long-Tailed Learning CVPR 2026 CUET320 at SemEval-2026 Task 10: Few-Shot Large Language Models for Psycholinguistic Marker Extraction and Conspiracy Detection SemEval 2026 CUET-823 at SemEval-2026 Task 9: LoRA-Based Instruction Fine-Tuning of LLMs vs. Transformer Models for Bengali Polarization Detection SemEval 2026 CUETClashing at SemEval-2026 Task 1: Multilingual Joke Generation Under Lexical and Topical Constraints Using Small Instruction-Tuned LLMs SemEval 2026 CUETLuminaries0227 at SemEval-2026 Task 13: Invariance-Oriented Representation Learning for Robust AI-Generated Code Detection SemEval 2026 Cultivating Forensic Reasoning for Generalizable Multimodal Manipulation Detection ACL 2026 CuMA: Aligning LLMs with Sparse Cultural Values via Demographic-Aware Mixture of Adapters ACL 2026 Cumulant Attention in Vision Transformers (Student Abstract) AAAI 2026 CUNI at SemEval-2026 Task 4: Multi-Head Narrative Aspect Disentanglement via Entangled Synthetic Dataset SemEval 2026 CURA: Clinical Uncertainty Risk Alignment for Language Model–Based Risk Prediction ACL 2026 CURE: Curriculum-guided Multi-task Training for Reliable Anatomy Grounded Report Generation CVPR 2026 Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards ACL 2026 CuriosAI at SemEval-2026 Task 10:Hybrid approaches to conspiracy span extraction and conspiracy detection SemEval 2026 CuriosAI at SemEval-2026 Task 2: Predicting Emotion using RoBERTa-large model SemEval 2026 CuriosAI at SemEval-2026 Task 4: A Comprehensive Study of Zero-Shot versus Fine-Tuned Approaches for Narrative Similarity SemEval 2026 Current Advances in LLM Reasoning ACL 2026