Deep Learning
78,198 papers (26 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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5
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2
47
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87
90
125
229
234
453
859
1,652
3,233
5,368
6,434
7,726
8,506
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12,524
14,487
6,029
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Papers (including subtopics)
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning
ACL 2024
Improving the Robustness of Large Language Models via Consistency Alignment
COLING 2024
Improving the Training of Rectified Flows
NeurIPS 2024
Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture
CVPR 2024
Improving Transformers with Dynamically Composable Multi-Head Attention
ICML 2024
Improving Unsupervised Hierarchical Representation with Reinforcement Learning
CVPR 2024
Improving Vision-and-Language Reasoning via Spatial Relations Modeling
WACV 2024
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition
NeurIPS 2024
Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping
CVPR 2024
Improving Word Sense Induction through Adversarial Forgetting of Morphosyntactic Information
NAACL 2024
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models
ICLR 2024
I’m sure you’re a real scholar yourself: Exploring Ironic Content Generation by Large Language Models
EMNLP 2024
IM-Unpack: Training and Inference with Arbitrarily Low Precision Integers
ICML 2024
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models
EMNLP 2024
In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging
CVPR 2024
Incentivizing Quality Text Generation via Statistical Contracts
NeurIPS 2024
IncepSeqNet: Advancing Signal Classification with Multi-Shape Augmentation (Student Abstract)
AAAI 2024
Inclusive ASR for Disfluent Speech: Cascaded Large-Scale Self-Supervised Learning with Targeted Fine-Tuning and Data Augmentation
Interspeech 2024
INCODE: Implicit Neural Conditioning With Prior Knowledge Embeddings
WACV 2024
Incomplete Contrastive Multi-View Clustering with High-Confidence Guiding
AAAI 2024
Incomplete Utterance Rewriting with Editing Operation Guidance and Utterance Augmentation
EMNLP 2024
Inconsistency-Based Data-Centric Active Open-Set Annotation
AAAI 2024
In-Context Compositional Generalization for Large Vision-Language Models
EMNLP 2024
In-context Contrastive Learning for Event Causality Identification
EMNLP 2024
In-context Convergence of Transformers
ICML 2024