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Deep Learning

78,198 papers (26 classified directly here)

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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