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conftrace_

deep learning

2,195 papers

DL

Papers

Speech dereverberation constrained on room impulse response characteristics Interspeech 2024 SPZ: A Semantic Perturbation-based Data Augmentation Method with Zonal-Mixing for Alzheimer’s Disease Detection ACL 2024 SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution NeurIPS 2024 Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise AAAI 2024 Statistically Principled Deep Learning for SAR Image Segmentation AAAI 2024 StraightPCF: Straight Point Cloud Filtering CVPR 2024 Striking a Balance between Classical and Deep Learning Approaches in Natural Language Processing Pedagogy ACL 2024 SuperJunction: Learning-Based Junction Detection for Retinal Image Registration AAAI 2024 Symmetric Self-Paced Learning for Domain Generalization AAAI 2024 Tab2Text - A framework for deep learning with tabular data EMNLP 2024 TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases NeurIPS 2024 Task-Aware Encoder Control for Deep Video Compression CVPR 2024 TaxoCritic: Exploring Credit Assignment in Taxonomy Induction with Multi-Critic Reinforcement Learning COLING 2024 Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models AAAI 2024 Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth NeurIPS 2024 Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts NeurIPS 2024 TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing IJCAI 2024 The Effective Horizon Explains Deep RL Performance in Stochastic Environments ICLR 2024 The Evidence Contraction Issue in Deep Evidential Regression: Discussion and Solution AAAI 2024 The Road Less Scheduled NeurIPS 2024 Topological obstruction to the training of shallow ReLU neural networks NeurIPS 2024 Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel Methods CVPR 2024 Towards Naturalistic Voice Conversion: NaturalVoices Dataset with an Automatic Processing Pipeline Interspeech 2024 Towards Trustworthy Deep Learning AAAI 2024 Training Data Attribution via Approximate Unrolling NeurIPS 2024