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Deep Learning

78,198 papers (26 classified directly here)

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Papers (including subtopics)

Recurrent neural networks: vanishing and exploding gradients are not the end of the story NeurIPS 2024 Recurrent Reinforcement Learning with Memoroids NeurIPS 2024 Recursive Generalization Transformer for Image Super-Resolution ICLR 2024 Recursive Introspection: Teaching Language Model Agents How to Self-Improve NeurIPS 2024 RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement WACV 2024 RedCore: Relative Advantage Aware Cross-Modal Representation Learning for Missing Modalities with Imbalanced Missing Rates AAAI 2024 RedEx: Beyond Fixed Representation Methods via Convex Optimization ALT 2024 Re-DiffiNet: Modeling discrepancy in tumor segmentation using diffusion models MIDL 2024 ReDiffuser: Reliable Decision-Making Using a Diffuser with Confidence Estimation ICML 2024 R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning ICLR 2024 Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge ICML 2024 Reduce, Reuse, Recycle: Is Perturbed Data Better than Other Language Augmentation for Low Resource Self-Supervised Speech Models Interspeech 2024 Reducing Item Discrepancy via Differentially Private Robust Embedding Alignment for Privacy-Preserving Cross Domain Recommendation ICML 2024 Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models AAAI 2024 Reducing the Side-Effects of Oscillations in Training of Quantized YOLO Networks WACV 2024 Reducing Transformer Key-Value Cache Size with Cross-Layer Attention NeurIPS 2024 Re-Evaluating Evaluation for Multilingual Summarization EMNLP 2024 Re-Evaluating LiDAR Scene Flow WACV 2024 REFACTOR: Learning to Extract Theorems from Proofs ICLR 2024 ReFACT: Updating Text-to-Image Models by Editing the Text Encoder NAACL 2024 RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance NeurIPS 2024 REFeREE: A REference-FREE Model-Based Metric for Text Simplification COLING 2024 Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion ICML 2024 Reference-free Hallucination Detection for Large Vision-Language Models EMNLP 2024 Reference Neural Operators: Learning the Smooth Dependence of Solutions of PDEs on Geometric Deformations ICML 2024