Deep Learning

Deep Neural Networks via Complex Network Theory: A Perspective IJCAI 2024 Deep Neural Room Acoustics Primitive ICML 2024 Deep Nonparametric Estimation of Operators between Infinite Dimensional Spaces JMLR 2024 Deep Orthogonal Hypersphere Compression for Anomaly Detection ICLR 2024 DeepPavlov 1.0: Your Gateway to Advanced NLP Models Backed by Transformers and Transfer Learning EMNLP 2024 DeepPavlov at SemEval-2024 Task 3: Multimodal Large Language Models in Emotion Reasoning SemEval 2024 Deep Plug-and-Play Nighttime Non-Blind Deblurring With Saturated Pixel Handling Schemes WACV 2024 DeepPointMap: Advancing LiDAR SLAM with Unified Neural Descriptors AAAI 2024 DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning ICML 2024 Deep Quantum Error Correction AAAI 2024 Deep Regression Representation Learning with Topology ICML 2024 Deep Reinforcement Learning for Communication Networks AAAI 2024 Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling ICLR 2024 Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models ECCV 2024 Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks ICLR 2024 DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models ACL 2024 Deep Semantic Graph Transformer for Multi-View 3D Human Pose Estimation AAAI 2024 DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing AAAI 2024 DeepSPF: Spherical SO(3)-Equivariant Patches for Scan-to-CAD Estimation ICLR 2024 DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs NeurIPS 2024 Deep Stochastic Mechanics ICML 2024 Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks AAAI 2024 Deep Submodular Peripteral Networks NeurIPS 2024 Deep Support Vectors NeurIPS 2024 Deep Temporal Graph Clustering ICLR 2024