Neural Networks

BabyHGRN: Exploring RNNs for Sample-Efficient Language Modeling CoNLL 2024 Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024 Back to the Continuous Attractor NeurIPS 2024 Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise ICML 2024 BALF: Simple and Efficient Blur Aware Local Feature Detector WACV 2024 BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts NeurIPS 2024 BANF: Band-Limited Neural Fields for Levels of Detail Reconstruction CVPR 2024 “Barking up the Right Tree”, a GAN-Based Pun Generation Model through Semantic Pruning COLING 2024 Batch Normalization Alleviates the Spectral Bias in Coordinate Networks CVPR 2024 Batch normalization is sufficient for universal function approximation in CNNs ICLR 2024 Bayesian Adaptation of Network Depth and Width for Continual Learning ICML 2024 B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable NeurIPS 2024 Benchmarking Algorithms for Federated Domain Generalization ICLR 2024 Benchmarking Implicit Neural Representation and Geometric Rendering in Real-Time RGB-D SLAM CVPR 2024 Benign Overfitting in Adversarial Training of Neural Networks ICML 2024 Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data ICML 2024 Best of Both Worlds: Learning Arbitrary-Scale Blind Super-Resolution via Dual Degradation Representations and Cycle-Consistency WACV 2024 Better by default: Strong pre-tuned MLPs and boosted trees on tabular data NeurIPS 2024 Better Neural PDE Solvers Through Data-Free Mesh Movers ICLR 2024 Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection NeurIPS 2024 Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning EMNLP 2024 Beyond Slow Signs in High-fidelity Model Extraction NeurIPS 2024 BeyondVision: An EMG-driven Micro Hand Gesture Recognition Based on Dynamic Segmentation IJCAI 2024 Bias of Stochastic Gradient Descent or the Architecture: Disentangling the Effects of Overparameterization of Neural Networks ICML 2024 Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation ICML 2024