Neural Networks

A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts ICML 2024 A Quadratic Synchronization Rule for Distributed Deep Learning ICLR 2024 A Rainbow in Deep Network Black Boxes JMLR 2024 A Rate-Distortion View of Uncertainty Quantification ICML 2024 Arbitrary-Resolution and Arbitrary-Scale Face Super-Resolution With Implicit Representation Networks WACV 2024 Arbitrary-Scale Point Cloud Upsampling by Voxel-Based Network with Latent Geometric-Consistent Learning AAAI 2024 ArchLock: Locking DNN Transferability at the Architecture Level with a Zero-Cost Binary Predictor ICLR 2024 A Recipe for Charge Density Prediction NeurIPS 2024 Are Conventional SNNs Really Efficient? A Perspective from Network Quantization CVPR 2024 A recurrent network for segmenting the thrombus on brain MRI in patients with hyper-acute ischemic stroke MIDL 2024 Are modern neural ASR architectures robust for polysynthetic languages? EMNLP 2024 Are Recent Deep Learning-Based Speech Enhancement Methods Ready to Confront Real-World Noisy Environments? Interspeech 2024 Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval IJCAI 2024 AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields NeurIPS 2024 Articulate your NeRF: Unsupervised articulated object modeling via conditional view synthesis NeurIPS 2024 Articulatory synthesis using representations learnt through phonetic label-aware contrastive loss Interspeech 2024 Artist-Friendly Relightable and Animatable Neural Heads CVPR 2024 ASA: An Auditory Spatial Attention Dataset with Multiple Speaking Locations Interspeech 2024 A scalable generative model for dynamical system reconstruction from neuroimaging data NeurIPS 2024 AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation NeurIPS 2024 A Simple Angle-based Approach for Contrastive Learning of Unsupervised Sentence Representation EMNLP 2024 A Simple Baseline for Efficient Hand Mesh Reconstruction CVPR 2024 A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences NeurIPS 2024 ASMR: Activation-Sharing Multi-Resolution Coordinate Networks for Efficient Inference ICLR 2024 Assessing Pre-Built Speaker Recognition Models for Endangered Language Data COLING 2024