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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453

859

1,652

3,233

5,368

6,434

7,726

8,506

9,951

12,524

14,487

6,029

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Papers (including subtopics)

Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction CVPR 2025 Improving BGE-M3 Multilingual Dense Embeddings for Nigerian Low Resource Languages EMNLP 2025 Improving Bird Classification with Primary Color Additives Interspeech 2025 Improving brain disorder diagnosis with advanced brain function representation and Kolmogorov-Arnold Networks MIDL 2025 Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions ACL 2025 Improving Chemical Understanding of LLMs via SMILES Parsing EMNLP 2025 Improving Clustering with Positive Pairs Generated from LLM-Driven Labels EMNLP 2025 Improving Compositional Generation with Diffusion Models Using Lift Scores ICML 2025 Improving Conditional Diffusion Models through Re-Noising from Unconditional Diffusion Priors WACV 2025 Improving Consistency Models with Generator-Augmented Flows ICML 2025 Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025 Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025 Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers ICML 2025 Improving Continual Pre-training Through Seamless Data Packing ACL 2025 Improving Cross-Attention based on Positional Alignment during Inference for Robust Long-form Speech Recognition Interspeech 2025 Improving Deep Learning Speed and Performance Through Synaptic Neural Balance AAAI 2025 Improving Deep Regression with Tightness ICLR 2025 Improving Detail in Pluralistic Image Inpainting with Feature Dequantization WACV 2025 Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing CVPR 2025 Improving Editability in Image Generation with Layer-wise Memory CVPR 2025 Improving Efficiency of Sampling-based Motion Planning via Message-Passing Monte Carlo CoRL 2025 Improving End-to-end Mixed-case ASR with Knowledge Distillation and Integration of Voice Activity Cues Interspeech 2025 Improving Equivariant Networks with Probabilistic Symmetry Breaking ICLR 2025 Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators AAAI 2025 Improving Factuality with Explicit Working Memory ACL 2025