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

7,726

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9,951

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14,487

6,029

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Papers (including subtopics)

Emergence in non-neural models: grokking modular arithmetic via average gradient outer product ICML 2025 Emergence-Inspired Multi-Granularity Causal Learning AAAI 2025 Emergence of Episodic Memory in Transformers: Characterizing Changes in Temporal Structure of Attention Scores During Training NAACL 2025 Emergence of Globally Attracting Fixed Points in Deep Neural Networks With Nonlinear Activations AISTATS 2025 Emergence of meta-stable clustering in mean-field transformer models ICLR 2025 Emergence of symbolic abstraction heads for in-context learning in large language models COLING 2025 Emergence of the Primacy Effect in Structured State-Space Models ACML 2025 Emergent Abilities of Large Language Models under Continued Pre-training for Language Adaptation ACL 2025 Emergent morpho-phonological representations in self-supervised speech models EMNLP 2025 Emergent Orientation Maps —— Mechanisms, Coding Efficiency and Robustness ICLR 2025 Emerging Advances in Learned Video Compression: Models, Systems and Beyond IJCAI 2025 Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning ACL 2025 EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing CVPR 2025 EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics NAACL 2025 EmoEdit: Evoking Emotions through Image Manipulation CVPR 2025 EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments EMNLP 2025 EmoGist: Efficient In-Context Learning for Visual Emotion Understanding EMNLP 2025 EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph ICML 2025 EmoNest: Crafting Emotionally-Adaptive Experiences with Generative AI NeurIPS 2025 Emo Pillars: Knowledge Distillation to Support Fine-Grained Context-Aware and Context-Less Emotion Classification ACL 2025 EmoReg: Directional Latent Vector Modeling for Emotional Intensity Regularization in Diffusion-based Voice Conversion AAAI 2025 EmoSpeechAuth: Emotion-Aware Speaker Verification Interspeech 2025 EmoSphere-SER: Enhancing Speech Emotion Recognition Through Spherical Representation with Auxiliary Classification Interspeech 2025 EmotiCrafter: Text-to-Emotional-Image Generation based on Valence-Arousal Model ICCV 2025 Emotional Face-to-Speech ICML 2025