Transformers

Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders EACL 2024 Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification CVPR 2024 Improving Streaming Speech Recognition With Time-Shifted Contextual Attention And Dynamic Right Context Masking Interspeech 2024 Improving the Adversarial Transferability of Vision Transformers with Virtual Dense Connection AAAI 2024 Improving Transformers with Dynamically Composable Multi-Head Attention ICML 2024 IM-Unpack: Training and Inference with Arbitrarily Low Precision Integers ICML 2024 In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging CVPR 2024 In-context Convergence of Transformers ICML 2024 In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization ICML 2024 In-context Learning and Gradient Descent Revisited NAACL 2024 In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization NeurIPS 2024 In-context Learning on Function Classes Unveiled for Transformers ICML 2024 In-Context Learning with Representations: Contextual Generalization of Trained Transformers NeurIPS 2024 In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness NeurIPS 2024 Individuation in Neural Models with and without Visual Grounding EMNLP 2024 Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs AAAI 2024 Industry vs Academia: Running a Course on Transformers in Two Setups ACL 2024 Infinite Limits of Multi-head Transformer Dynamics NeurIPS 2024 Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing NeurIPS 2024 Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation NeurIPS 2024 In Pursuit of Causal Label Correlations for Multi-label Image Recognition NeurIPS 2024 Instance-Aware Group Quantization for Vision Transformers CVPR 2024 Instant3D: Fast Text-to-3D with Sparse-view Generation and Large Reconstruction Model ICLR 2024 InstructGIE: Towards Generalizable Image Editing ECCV 2024 Instruction Embedding: Latent Representations of Instructions Towards Task Identification NeurIPS 2024