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Deep Learning

78,198 papers (26 classified directly here)

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Papers (including subtopics)

Expanding Expressiveness of Diffusion Models With Limited Data via Self-Distillation Based Fine-Tuning WACV 2024 Expanding Sparse Tuning for Low Memory Usage NeurIPS 2024 ExpCLIP: Bridging Text and Facial Expressions via Semantic Alignment AAAI 2024 Expected flow networks in stochastic environments and two-player zero-sum games ICLR 2024 Expectile Regularization for Fast and Accurate Training of Neural Optimal Transport NeurIPS 2024 Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction ACL 2024 Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders AAAI 2024 Experiential Co-Learning of Software-Developing Agents ACL 2024 Experimental Contexts Can Facilitate Robust Semantic Property Inference in Language Models, but Inconsistently EMNLP 2024 Experimenting with Transformer-based and Large Language Models for Classifying Effects of Outdoor Spaces on Social Anxiety in Social Media Data ACL 2024 ExpertEase: A Multi-Agent Framework for Grade-Specific Document Simplification with Large Language Models EMNLP 2024 Experts Don’t Cheat: Learning What You Don’t Know By Predicting Pairs ICML 2024 Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing Interspeech 2024 Explainable Depression Detection Using Large Language Models on Social Media Data EACL 2024 Explainable Earnings Call Representation Learning (Student Abstract) AAAI 2024 Explainable Identification of Hate Speech towards Islam using Graph Neural Networks EMNLP 2024 Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder AAAI 2024 Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM EMNLP 2024 Explaining CLIP's Performance Disparities on Data from Blind/Low Vision Users CVPR 2024 Explaining Graph Neural Networks via Structure-aware Interaction Index ICML 2024 Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective on Molecule Graphs EMNLP 2024 Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions CVPR 2024 Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning ACL 2024 Explicit Attribute Extraction in e-Commerce Search COLING 2024 Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization NeurIPS 2024