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Deep Learning

78,198 papers (26 classified directly here)

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Papers (including subtopics)

All-directional Disparity Estimation for Real-world QPD Images CVPR 2025 AlleNoise - large-scale text classification benchmark dataset with real-world label noise AISTATS 2025 Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA ACL 2025 Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution AAAI 2025 All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens EMNLP 2025 All-in-One Image Compression and Restoration WACV 2025 All-in-One: Transferring Vision Foundation Models into Stereo Matching AAAI 2025 All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025 All-Optical Nonlinear Diffractive Deep Network for Ultrafast Image Denoising CVPR 2025 All Parts Matter: A Unified Mask-Free Virtual Try-On Framework ICCV 2025 All Roads Lead to Rome: Exploring Edge Distribution Shifts for Heterophilic Graph Learning IJCAI 2025 All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning EMNLP 2025 (Almost) Free Modality Stitching of Foundation Models EMNLP 2025 Almost Sure Convergence of Dropout Algorithms for Neural Networks JMLR 2025 ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling ICML 2025 A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization AAAI 2025 AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting CVPR 2025 ALRMR-GEC: Adjusting Learning Rate Based on Memory Rate to Optimize the Edit Scorer for Grammatical Error Correction AAAI 2025 ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect AAAI 2025 ALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models ACL 2025 Always Skip Attention ICCV 2025 Alzheimer’s Disease Detection Using Co-Attention Mechanism for Acoustic and ASR-Transcribed Text Features Interspeech 2025 AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation EMNLP 2025 A Machine Learning Approach to Duality in Statistical Physics ICML 2025 AM-Adapter: Appearance Matching Adapter for Exemplar-based Semantic Image Synthesis in-the-Wild ICCV 2025