Neural Networks

You Shall Know a Word’s Difficulty by the Family It Keeps: Word Family Features in Personalised Word Difficulty Classifiers for L2 Spanish ACL 2025 Zero-Shot Natural Language Explanations ICLR 2025 $\boldsymbol{\mu}\mathbf{P^2}$: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling NeurIPS 2024 $C^2M^3$: Cycle-Consistent Multi-Model Merging NeurIPS 2024 π2vec: Policy Representation with Successor Features ICLR 2024 $\rm E(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning ICML 2024 NAISR: A 3D Neural Additive Model for Interpretable Shape Representation ICLR 2024 3D-Aware Face Editing via Warping-Guided Latent Direction Learning CVPR 2024 3DCoMPaT200: Language Grounded Large-Scale 3D Vision Dataset for Compositional Recognition NeurIPS 2024 3D Equivariant Pose Regression via Direct Wigner-D Harmonics Prediction NeurIPS 2024 3D Face Tracking from 2D Video through Iterative Dense UV to Image Flow CVPR 2024 3D LiDAR Mapping in Dynamic Environments using a 4D Implicit Neural Representation CVPR 2024 3D Super-Resolution Model for Vehicle Flow Field Enrichment WACV 2024 4K-Resolution Photo Exposure Correction at 125 FPS With ~8K Parameters WACV 2024 A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network CVPR 2024 A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NeurIPS 2024 A Canonicalization Perspective on Invariant and Equivariant Learning NeurIPS 2024 Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling ICLR 2024 Accelerating Online Mapping and Behavior Prediction via Direct BEV Feature Attention ECCV 2024 Accelerating physics-informed neural fields for fast CT perfusion analysis in acute ischemic stroke MIDL 2024 Accelerating UMR Adoption: Neuro-Symbolic Conversion from AMR-to-UMR with Low Supervision COLING 2024 Acceleration of Posteriorgram-based DTW by Distilling the Class-to-class Distances Encoded in the Classifier Used to Calculate Posteriors Interspeech 2024 A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation AAAI 2024 Activation-Descent Regularization for Input Optimization of ReLU Networks ICML 2024 Adaptive Deep Neural Network Inference Optimization With EENet WACV 2024