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Deep Learning

78,198 papers (26 classified directly here)

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Papers (including subtopics)

Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025 Learn Singularly Perturbed Solutions via Homotopy Dynamics ICML 2025 Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 Learn to Think: Bootstrapping LLM Logic Through Graph Representation Learning IJCAI 2025 Learnware Specification via Label-Aware Neural Embedding AAAI 2025 LEAVES: Learning Views for Time-Series Biobehavioral Data in Contrastive Learning MLHC 2025 LeCNet: A Legal Citation Network Benchmark Dataset AACL 2025 LEDiff: Latent Exposure Diffusion for HDR Generation CVPR 2025 LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint ACL 2025 LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models ICLR 2025 LegalSearchLM: Rethinking Legal Case Retrieval as Legal Elements Generation EMNLP 2025 LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification NAACL 2025 Legitimate ground-truth-free metrics for deep uncertainty classification scoring AISTATS 2025 LEGO-Maker: A Semantic-Driven Algorithm for Text-to-3D Generation ICCV 2025 LegoMT2: Selective Asynchronous Sharded Data Parallel Training for Massive Neural Machine Translation ACL 2025 Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams ICML 2025 LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors EMNLP 2025 LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity ICCV 2025 Leidos at GenAI Detection Task 3: A Weight-Balanced Transformer Approach for AI Generated Text Detection Across Domains COLING 2025 Lemmatisation & Morphological Analysis of Unedited Greek: Do Simple Tasks Need Complex Solutions? ACL 2025 Lemmatization of Polish Multi-word Expressions EMNLP 2025 LEMoN: Label Error Detection using Multimodal Neighbors ICML 2025 Length Aware Speech Translation for Video Dubbing Interspeech 2025 Length Controlled Generation for Black-box LLMs ACL 2025 Length-Induced Embedding Collapse in PLM-based Models ACL 2025