conftrace_

Deep Learning

78,198 papers (26 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (32,670) Architectures (30,950) Models (20,488) Techniques (9,432) Optimization & Theory (7,804) Application Areas (273)

Papers per year

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859

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3,233

5,368

6,434

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9,951

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Papers (including subtopics)

Mechanistic PDE Networks for Discovery of Governing Equations ICML 2025 Mechanistic Permutability: Match Features Across Layers ICLR 2025 Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models EMNLP 2025 MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference NAACL 2025 MedCL: Learn Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation MIDL 2025 MedDelinea: Scalable and Efficient Medical Image Segmentation via Controllable Diffusion Transformers MIDL 2025 MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing EMNLP 2025 Medical Manifestation-Aware De-Identification AAAI 2025 Medical World Model ICCV 2025 Medium-Difficulty Samples Constitute Smoothed Decision Boundary for Knowledge Distillation on Pruned Datasets ICLR 2025 MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images EMNLP 2025 MedPatch: Confidence-Guided Multi-Stage Fusion for Multimodal Clinical Data MLHC 2025 MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation ACL 2025 MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues AAAI 2025 MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs ICCV 2025 MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025 MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering NAACL 2025 MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations CVPR 2025 Medusa: A Multimodal Deep Fusion Multi-Stage Training Framework for Speech Emotion Recognition in Naturalistic Conditions Interspeech 2025 Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering CVPR 2025 MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders MIDL 2025 MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation ICCV 2025 Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025 MEET: Towards Memory-Efficient Temporal Sparse Deep Neural Networks CVPR 2025 MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs ACL 2025