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

2

5

1

2

47

50

53

51

87

90

125

229

234

453

859

1,652

3,233

5,368

6,434

7,726

8,506

9,951

12,524

14,487

6,029

'5

'10

'15

'20

'25

Papers (including subtopics)

Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk NeurIPS 2024 Logical characterizations of recurrent graph neural networks with reals and floats NeurIPS 2024 Logical Languages Accepted by Transformer Encoders with Hard Attention ICLR 2024 LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models ACL 2024 LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints ICLR 2024 Logits Reranking via Semantic Labels for Hard Samples in Text Classification EMNLP 2024 Logit Standardization in Knowledge Distillation CVPR 2024 LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer AAAI 2024 Loki: Low-rank Keys for Efficient Sparse Attention NeurIPS 2024 LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models COLING 2024 LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration EMNLP 2024 LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding ACL 2024 Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ACL 2024 Long-Context Language Modeling with Parallel Context Encoding ACL 2024 LongEmbed: Extending Embedding Models for Long Context Retrieval EMNLP 2024 LongForm: Effective Instruction Tuning with Reverse Instructions EMNLP 2024 Long-form factuality in large language models NeurIPS 2024 LongHeads: Multi-Head Attention is Secretly a Long Context Processor EMNLP 2024 LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering EMNLP 2024 Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli NeurIPS 2024 Long-range Meta-path Search on Large-scale Heterogeneous Graphs NeurIPS 2024 Long Range Propagation on Continuous-Time Dynamic Graphs ICML 2024 Long Sequence Modeling with Attention Tensorization: From Sequence to Tensor Learning EMNLP 2024 Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation ICLR 2024 Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024