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Hard Attention

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TitleStatusHype
Hard-Attention Gates with Gradient Routing for Endoscopic Image ComputingCode1
Mutual Distillation Learning For Person Re-IdentificationCode1
Investigation of Architectures and Receptive Fields for Appearance-based Gaze EstimationCode1
Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion DiagnosisCode1
Table Retrieval May Not Necessitate Table-specific Model DesignCode1
Self-Attention Networks Can Process Bounded Hierarchical LanguagesCode1
AMR Parsing with Action-Pointer TransformerCode1
FANet: A Feedback Attention Network for Improved Biomedical Image SegmentationCode1
Hard-Attention for Scalable Image ClassificationCode1
A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action LocalizationCode1
Learning Texture Transformer Network for Image Super-ResolutionCode1
Exact Hard Monotonic Attention for Character-Level TransductionCode1
Hard Non-Monotonic Attention for Character-Level TransductionCode1
Recurrent Models of Visual AttentionCode1
Comparison of different Unique hard attention transformer models by the formal languages they can recognize—0
Characterizing the Expressivity of Transformer Language Models—0
Exact Expressive Power of Transformers with Padding—0
Emergence of Fixational and Saccadic Movements in a Multi-Level Recurrent Attention Model for Vision—0
NoPE: The Counting Power of Transformers with No Positional Encodings—0
Neuroevolution of Self-Attention Over Proto-Objects—0
AttentionDrop: A Novel Regularization Method for Transformer Models—0
Center-guided Classifier for Semantic Segmentation of Remote Sensing ImagesCode0
Unique Hard Attention: A Tale of Two Sides—0
Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers—0
Ehrenfeucht-Haussler Rank and Chain of Thought—0
Simulating Hard Attention Using Soft Attention—0
Transformers in Uniform TC^0—0
Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal—0
TRIP: Trainable Region-of-Interest Prediction for Hardware-Efficient Neuromorphic Processing on Event-based VisionCode0
Transformers as Transducers—0
Recurrent Alignment with Hard Attention for Hierarchical Text RatingCode0
GQHAN: A Grover-inspired Quantum Hard Attention Network—0
Multi-View Unsupervised Image Generation with Cross Attention Guidance—0
Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters—0
Vamos: Versatile Action Models for Video UnderstandingCode0
Masked Hard-Attention Transformers Recognize Exactly the Star-Free Languages—0
Language-Guided Reinforcement Learning for Hard Attention in Few-Shot Learning—0
Logical Languages Accepted by Transformer Encoders with Hard Attention—0
Average-Hard Attention Transformers are Constant-Depth Uniform Threshold Circuits—0
On the Learning Dynamics of Attention NetworksCode0
HAT-CL: A Hard-Attention-to-the-Task PyTorch Library for Continual LearningCode0
MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan—0
Dual Attention Model with Reinforcement Learning for Classification of Histology Whole-Slide Images—0
Learning to Perceive in Deep Model-Free Reinforcement LearningCode0
Deep Pneumonia: Attention-Based Contrastive Learning for Class-Imbalanced Pneumonia Lesion Recognition in Chest X-rays—0
Dual Attention Networks for Few-Shot Fine-Grained RecognitionCode0
Binding Actions to Objects in World ModelsCode0
Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity—0
Consistency driven Sequential Transformers Attention Model for Partially Observable ScenesCode0
Video Violence Recognition and Localization Using a Semi-Supervised Hard Attention Model—0
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