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Deep Learning

1397 directly classified papers

Papers per year

Papers

Generalization and Stability of Interpolating Neural Networks with Minimal Width JMLR 2024
VCISR: Blind Single Image Super-Resolution With Video Compression Synthetic Data WACV 2024
BAIT: Benchmarking (Embedding) Architectures for Interactive Theorem-Proving AAAI 2024
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods EMNLP 2024
Iterate Averaging in the Quest for Best Test Error JMLR 2024
Real-time Acquisition and Reconstruction of Dynamic Volumes with Neural Structured Illumination CVPR 2024
EasyDrag: Efficient Point-based Manipulation on Diffusion Models CVPR 2024
HIT: Estimating Internal Human Implicit Tissues from the Body Surface 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
Discovering and Mitigating Visual Biases through Keyword Explanation CVPR 2024
Complexity of Single Loop Algorithms for Nonlinear Programming with Stochastic Objective and Constraints AISTATS 2024
Unsupervised Deep Unrolling Networks for Phase Unwrapping CVPR 2024
On Doubly Robust Inference for Double Machine Learning in Semiparametric Regression JMLR 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
SMR: State Memory Replay for Long Sequence Modeling ACL 2024
Discriminability-Driven Channel Selection for Out-of-Distribution Detection CVPR 2024
L2B: Learning to Bootstrap Robust Models for Combating Label Noise CVPR 2024
Mitigating Shortcuts in Language Models with Soft Label Encoding COLING 2024
Preserving Fairness Generalization in Deepfake Detection CVPR 2024
Learned Scanpaths Aid Blind Panoramic Video Quality Assessment CVPR 2024
End-to-End Learning of LTLf Formulae by Faithful LTLf Encoding AAAI 2024
Revisiting Adversarial Training at Scale CVPR 2024
StockMixer: A Simple Yet Strong MLP-Based Architecture for Stock Price Forecasting AAAI 2024