Model Architecture

What Makes a Good Prune? Maximal Unstructured Pruning for Maximal Cosine Similarity ICLR 2024 When and How to Grow? On Efficient Pre-training via Model Growth ACML 2024 When to Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks AAAI 2024 White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? JMLR 2024 Why Warmup the Learning Rate? Underlying Mechanisms and Improvements NeurIPS 2024 Window Attention is Bugged: How not to Interpolate Position Embeddings ICLR 2024 Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge WACV 2024 WSRFNet: Wavelet-Based Scale-Specific Recurrent Feedback Network for Diabetic Retinopathy Lesion Segmentation IJCAI 2024 XScale-NVS: Cross-Scale Novel View Synthesis with Hash Featurized Manifold CVPR 2024 You Only Need Less Attention at Each Stage in Vision Transformers CVPR 2024 Your Transformer is Secretly Linear ACL 2024 Zero-TPrune: Zero-Shot Token Pruning through Leveraging of the Attention Graph in Pre-Trained Transformers CVPR 2024 ZipIt! Merging Models from Different Tasks without Training ICLR 2024 $E(2)$-Equivariant Vision Transformer UAI 2023 Λ-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells ICLR 2023 A^2CiD^2: Accelerating Asynchronous Communication in Decentralized Deep Learning NeurIPS 2023 3D Neural Sculpting (3DNS): Editing Neural Signed Distance Functions WACV 2023 A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation From a Single RGB Image CVPR 2023 Absolute Position Embedding Learns Sinusoid-like Waves for Attention Based on Relative Position EMNLP 2023 Accurate Image Restoration with Attention Retractable Transformer ICLR 2023 Accurate MRI Reconstruction via Multi-Domain Recurrent Networks IJCAI 2023 Accurate Neural Training with 4-bit Matrix Multiplications at Standard Formats ICLR 2023 Achieving High Accuracy with PINNs via Energy Natural Gradient Descent ICML 2023 ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks ICLR 2023 A Compact End-to-End Model with Local and Global Context for Spoken Language Identification Interspeech 2023