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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5,368

6,434

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Papers (including subtopics)

Mixture of Nested Experts: Adaptive Processing of Visual Tokens NeurIPS 2024 Mixture of neural fields for heterogeneous reconstruction in cryo-EM NeurIPS 2024 Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding COLING 2024 Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models EMNLP 2024 Mixture-of-Subspaces in Low-Rank Adaptation EMNLP 2024 Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts ACL 2024 Mixture of Tokens: Continuous MoE through Cross-Example Aggregation NeurIPS 2024 Mixture of Weak and Strong Experts on Graphs ICLR 2024 MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug–Drug Interaction Prediction AAAI 2024 MLDSP-MA: Multidimensional Attention for Multi-Round Long Dialogue Sentiment Prediction COLING 2024 MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering ACL 2024 MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization ICML 2024 MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning CVPR 2024 MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs NeurIPS 2024 MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance EMNLP 2024 MLP Can Be A Good Transformer Learner CVPR 2024 MLP-DINO: Category Modeling and Query Graphing with Deep MLP for Object Detection IJCAI 2024 MLP-Mixer based surrogate model for seismic ground motion with spatial source and geometry parameters ACML 2024 MMA-Diffusion: MultiModal Attack on Diffusion Models CVPR 2024 MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning AAAI 2024 MMAR: Multilingual and Multimodal Anaphora Resolution in Instructional Videos EMNLP 2024 MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding NeurIPS 2024 MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment EMNLP 2024 MmCows: A Multimodal Dataset for Dairy Cattle Monitoring NeurIPS 2024 MMD Graph Kernel: Effective Metric Learning for Graphs via Maximum Mean Discrepancy ICLR 2024