Representation Learning

Deep Hankel matrices with random elements L4DC 2024 Deep Homomorphism Networks NeurIPS 2024 Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis WACV 2024 Deep Learning-Based Alternative Route Computation AISTATS 2024 Deep Learning for Style Transfer and Experimentation with Audio Effects and Music Creation AAAI 2024 Deep Learning Through A Telescoping Lens: A Simple Model Provides Empirical Insights On Grokking, Gradient Boosting & Beyond NeurIPS 2024 Deep Multi-Dimensional Classification with Pairwise Dimension-Specific Features IJCAI 2024 Deep Neural Networks Tend To Extrapolate Predictably ICLR 2024 Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks ICLR 2024 DeepSPF: Spherical SO(3)-Equivariant Patches for Scan-to-CAD Estimation ICLR 2024 Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks AAAI 2024 Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening AAAI 2024 DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching NeurIPS 2024 DEFT-UCS: Data Efficient Fine-Tuning for Pre-Trained Language Models via Unsupervised Core-Set Selection for Text-Editing EMNLP 2024 Degrees of Freedom Matter: Inferring Dynamics from Point Trajectories CVPR 2024 DeiT-LT: Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets CVPR 2024 Déjà Vu Memorization in Vision–Language Models NeurIPS 2024 Delaunay Graph: Addressing Over-Squashing and Over-Smoothing Using Delaunay Triangulation ICML 2024 DE-Lite - a New Corpus of Easy German: Compilation, Exploration, Analysis EACL 2024 Delving into the Reversal Curse: How Far Can Large Language Models Generalize? NeurIPS 2024 DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning CVPR 2024 DEMO: A Statistical Perspective for Efficient Image-Text Matching NAACL 2024 DemoCaricature: Democratising Caricature Generation with a Rough Sketch CVPR 2024 Dendritic Integration Inspired Artificial Neural Networks Capture Data Correlation NeurIPS 2024 DenoiseRep: Denoising Model for Representation Learning NeurIPS 2024