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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2

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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)

MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse AAAI 2025 MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios ACL 2025 ML-GOOD: Towards Multi-Label Graph Out-Of-Distribution Detection AAAI 2025 MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models ACL 2025 MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding NAACL 2025 MLLM-as-a-Judge for Image Safety without Human Labeling CVPR 2025 M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025 MLPs Learn In-Context on Regression and Classification Tasks ICLR 2025 MLVU: Benchmarking Multi-task Long Video Understanding CVPR 2025 MLWQ: Efficient Small Language Model Deployment via Multi-Level Weight Quantization EMNLP 2025 MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents EMNLP 2025 M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation ACL 2025 MMAG: Multimodal Learning for Mucus Anomaly Grading in Nasal Endoscopy via Semantic Attribute Prompting EMNLP 2025 MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance ICCV 2025 MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling CVPR 2025 MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis CVPR 2025 MMDEND: Dendrite-Inspired Multi-Branch Multi-Compartment Parallel Spiking Neuron for Sequence Modeling ACL 2025 MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video Generation ICLR 2025 MMDocIR: Benchmarking Multimodal Retrieval for Long Documents EMNLP 2025 mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data ACL 2025 MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization ICML 2025 mmFAS: Multimodal Face Anti-Spoofing Using Multi-Level Alignment and Switch-Attention Fusion AAAI 2025 MMGDreamer: Mixed-Modality Graph for Geometry-Controllable 3D Indoor Scene Generation AAAI 2025 MMGIA: Gradient Inversion Attack Against Multimodal Federated Learning via Intermodal Correlation IJCAI 2025 MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models ICLR 2025