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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9,951

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Papers (including subtopics)

COMMA: Co-articulated Multi-Modal Learning AAAI 2024 Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024 CommonCanvas: Open Diffusion Models Trained on Creative-Commons Images CVPR 2024 Common Diffusion Noise Schedules and Sample Steps Are Flawed WACV 2024 Common Event Tethering to Improve Prediction of Rare Clinical Events UAI 2024 CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions EMNLP 2024 Commonsense for Zero-Shot Natural Language Video Localization AAAI 2024 Commonsense Knowledge Editing Based on Free-Text in LLMs EMNLP 2024 Common Sense Reasoning for Deep Fake Detection ECCV 2024 Communication-Efficient Collaborative Perception via Information Filling with Codebook CVPR 2024 Communication-Efficient Federated Learning with Accelerated Client Gradient CVPR 2024 Community-Cross-Instruct: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities EMNLP 2024 Community-Invariant Graph Contrastive Learning ICML 2024 Commutative Scaling of Width and Depth in Deep Neural Networks JMLR 2024 CompAct: Compressing Retrieved Documents Actively for Question Answering EMNLP 2024 Compact HD Map Construction via Douglas-Peucker Point Transformer AAAI 2024 Compact Language Models via Pruning and Knowledge Distillation NeurIPS 2024 Compact Proofs of Model Performance via Mechanistic Interpretability NeurIPS 2024 Compact Speech Translation Models via Discrete Speech Units Pretraining ACL 2024 Compare without Despair: Reliable Preference Evaluation with Generation Separability EMNLP 2024 Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems ACL 2024 Comparing Edge-based and Node-based Methods on a Citation Prediction Task EMNLP 2024 Comparing Graph Transformers via Positional Encodings ICML 2024 Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval EMNLP 2024 Comparing News Framing of Migration Crises using Zero-Shot Classification COLING 2024