Deep Learning

Provable and Efficient Dataset Distillation for Kernel Ridge Regression NeurIPS 2024 Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network CVPR 2024 Punny_Punctuators@DravidianLangTech-EACL2024: Transformer-based Approach for Detection and Classification of Fake News in Malayalam Social Media Text EACL 2024 Quantum Deep Equilibrium Models NeurIPS 2024 Random Linear Projections Loss for Hyperplane-Based Optimization in Neural Networks UAI 2024 Real-Time Simulated Avatar from Head-Mounted Sensors CVPR 2024 Real-World Mobile Image Denoising Dataset with Efficient Baselines CVPR 2024 Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training NeurIPS 2024 Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference NeurIPS 2024 Rethinking Boundary Discontinuity Problem for Oriented Object Detection CVPR 2024 Rethinking Fourier Transform from A Basis Functions Perspective for Long-term Time Series Forecasting NeurIPS 2024 Rethinking Mesh Watermark: Towards Highly Robust and Adaptable Deep 3D Mesh Watermarking AAAI 2024 Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks NeurIPS 2024 Revisiting Adversarial Training at Scale CVPR 2024 Revisiting Single Image Reflection Removal In the Wild CVPR 2024 Robust 3D Tracking with Quality-Aware Shape Completion AAAI 2024 Robust Object Detection in Challenging Weather Conditions WACV 2024 Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut NeurIPS 2024 SAOR: Single-View Articulated Object Reconstruction CVPR 2024 SCP: Spherical-Coordinate-Based Learned Point Cloud Compression AAAI 2024 Seeing Motion at Nighttime with an Event Camera CVPR 2024 Selective Attention: Enhancing Transformer through Principled Context Control NeurIPS 2024 SHoP: A Deep Learning Framework for Solving High-Order Partial Differential Equations AAAI 2024 Single-View Scene Point Cloud Human Grasp Generation CVPR 2024 SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training ACL 2024