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Deep Learning

1397 directly classified papers

Papers per year

Papers

Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering COLING 2024
Unsupervised Deep Unrolling Networks for Phase Unwrapping CVPR 2024
A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition CVPR 2024
Single-View Scene Point Cloud Human Grasp Generation CVPR 2024
Towards Real-World HDR Video Reconstruction: A Large-Scale Benchmark Dataset and A Two-Stage Alignment Network CVPR 2024
Understanding Likelihood of Normalizing Flow and Image Complexity through the Lens of Out-of-Distribution Detection AAAI 2024
Q-SENN: Quantized Self-Explaining Neural Networks AAAI 2024
Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing AAAI 2024
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization IJCAI 2024
Towards Reproducible, Automated, and Scalable Anomaly Detection AAAI 2024
Discriminability-Driven Channel Selection for Out-of-Distribution Detection CVPR 2024
L2B: Learning to Bootstrap Robust Models for Combating Label Noise CVPR 2024
Studying Language Variation Considering the Re-Usability of Modern Theories, Tools and Resources for Annotating Explicit and Implicit Events in Centuries Old Text NAACL 2024
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization NIPS 2024
Iterate Averaging in the Quest for Best Test Error JMLR 2024
The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective JMLR 2024
Nonasymptotic analysis of Stochastic Gradient Hamiltonian Monte Carlo under local conditions for nonconvex optimization JMLR 2024
Generalization and Stability of Interpolating Neural Networks with Minimal Width JMLR 2024
Sharpness-Aware Minimization and the Edge of Stability JMLR 2024
Preserving Fairness Generalization in Deepfake Detection CVPR 2024
Learned Scanpaths Aid Blind Panoramic Video Quality Assessment CVPR 2024
TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing IJCAI 2024
Revisiting Adversarial Training at Scale CVPR 2024
SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes AAAI 2024
Generate Synthetic Text Approximating the Private Distribution with Differential Privacy IJCAI 2024