Neural Networks

Agree to Disagree: Demystifying Homogeneous Deep Ensembles through Distributional Equivalence ICLR 2025 AG-VPReID: A Challenging Large-Scale Benchmark for Aerial-Ground Video-based Person Re-Identification CVPR 2025 A Hybrid Quantum-Classical Fusion for Deep Semantic Paraphrase Detection AACL 2025 A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning IJCAI 2025 Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems ICLR 2025 AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks AAAI 2025 ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning AAAI 2025 A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks ICML 2025 ALBAR: Adversarial Learning approach to mitigate Biases in Action Recognition ICLR 2025 Algorithm Development in Neural Networks: Insights from the Streaming Parity Task ICML 2025 ALIEN: Implicit Neural Representations for Human Motion Prediction under Arbitrary Latency CVPR 2025 A Lightweight UDF Learning Framework for 3D Reconstruction Based on Local Shape Functions CVPR 2025 Alignment of CNN and Human Judgments of Geometric and Topological Concepts AAAI 2025 All-Optical Nonlinear Diffractive Deep Network for Ultrafast Image Denoising CVPR 2025 Almost Sure Convergence of Dropout Algorithms for Neural Networks JMLR 2025 A Machine Learning Approach to Duality in Statistical Physics ICML 2025 A Mamba-Based Siamese Network for Remote Sensing Change Detection WACV 2025 A Multi-Region Brain Model to Elucidate the Role of Hippocampus in Spatially Embedded Decision-Making ICML 2025 An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures ICML 2025 AnciDev: A Dataset for High-Accuracy Handwritten Text Recognition of Ancient Devanagari Manuscripts AACL 2025 An Efficient Hybrid Vision Transformer for TinyML Applications ICCV 2025 AniGrad: Anisotropic Gradient-Adaptive Sampling for 3D Reconstruction From Monocular Video CVPR 2025 ANTHROPOS-V: Benchmarking the Novel Task of Crowd Volume Estimation WACV 2025 An uncertainty principle for Linear Recurrent Neural Networks COLT 2025 Anywhere: A Multi-Agent Framework for User-Guided, Reliable, and Diverse Foreground-Conditioned Image Generation AAAI 2025