Neural Networks

Latent Functional Maps: a spectral framework for representation alignment NeurIPS 2024 Latent Intuitive Physics: Learning to Transfer Hidden Physics from A 3D Video ICLR 2024 Latent Modulated Function for Computational Optimal Continuous Image Representation CVPR 2024 Law of Large Numbers and Central Limit Theorem for Wide Two-layer Neural Networks: The Mini-Batch and Noisy Case JMLR 2024 Layer-Adaptive State Pruning for Deep State Space Models NeurIPS 2024 Layer-Aware Analysis of Catastrophic Overfitting: Revealing the Pseudo-Robust Shortcut Dependency ICML 2024 Layer Collaboration in the Forward-Forward Algorithm AAAI 2024 Layer Compression of Deep Networks with Straight Flows AAAI 2024 LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging ICML 2024 Layer-Wise Auto-Weighting for Non-Stationary Test-Time Adaptation WACV 2024 Layerwise Change of Knowledge in Neural Networks ICML 2024 LCGbank: A Corpus of Syntactic Analyses Based on Proof Nets COLING 2024 LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling NeurIPS 2024 Learnability of high-dimensional targets by two-parameter models and gradient flow NeurIPS 2024 Learned Neural Physics Simulation for Articulated 3D Human Pose Reconstruction ECCV 2024 Learning 1D Causal Visual Representation with De-focus Attention Networks NeurIPS 2024 Learning 3D Garment Animation from Trajectories of A Piece of Cloth NeurIPS 2024 Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024 Learning a Spiking Neural Network for Efficient Image Deraining IJCAI 2024 Learning-Based Spotlight Position Optimization for Non-Line-of-Sight Human Localization and Posture Classification WACV 2024 Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation CVPR 2024 Learning Cross-Architecture Instruction Embeddings for Binary Code Analysis in Low-Resource Architectures NAACL 2024 Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings ICLR 2024 Learning Dynamic Tetrahedra for High-Quality Talking Head Synthesis CVPR 2024 Learning flow functions of spiking systems L4DC 2024