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Hard Attention

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Showing 51–100 of 100 papers

TitleStatusHype
Specialized Transformers: Faster, Smaller and more Accurate NLP Models—0
Text as Environment: A Deep Reinforcement Learning Text Readability Assessment Model—0
Theoretical Limitations of Self-Attention in Neural Sequence Models—0
Transformers as Transducers—0
Transformers in Uniform TC^0—0
Unique Hard Attention: A Tale of Two Sides—0
Upper, Middle and Lower Region Learning for Facial Action Unit Detection—0
Video Violence Recognition and Localization Using a Semi-Supervised Hard Attention Model—0
Word Representation Models for Morphologically Rich Languages in Neural Machine Translation—0
You Only Need One Model for Open-domain Question Answering—0
NoPE: The Counting Power of Transformers with No Positional Encodings—0
Achieving Explainability in a Visual Hard Attention Model through Content Prediction—0
A Differentiable Self-disambiguated Sense Embedding Model via Scaled Gumbel Softmax—0
AMR Parsing with Action-Pointer Transformer—0
An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing—0
A study of latent monotonic attention variants—0
AttentionDrop: A Novel Regularization Method for Transformer Models—0
Average-Hard Attention Transformers are Constant-Depth Uniform Threshold Circuits—0
Characterizing the Expressivity of Transformer Language Models—0
CLAWS: Contrastive Learning with hard Attention and Weak Supervision—0
Comparison of different Unique hard attention transformer models by the formal languages they can recognize—0
Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters—0
DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors—0
Deep Pneumonia: Attention-Based Contrastive Learning for Class-Imbalanced Pneumonia Lesion Recognition in Chest X-rays—0
Effect of choice of probability distribution, randomness, and search methods for alignment modeling in sequence-to-sequence text-to-speech synthesis using hard alignment—0
Ehrenfeucht-Haussler Rank and Chain of Thought—0
Emergence of Fixational and Saccadic Movements in a Multi-Level Recurrent Attention Model for Vision—0
Exact Expressive Power of Transformers with Padding—0
Language-Guided Reinforcement Learning for Hard Attention in Few-Shot Learning—0
Extractive Adversarial Networks: High-Recall Explanations for Identifying Personal Attacks in Social Media Posts—0
Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity—0
Generative Adversarial Networks Based on Collaborative Learning and Attention Mechanism for Hyperspectral Image Classification—0
GQHAN: A Grover-inspired Quantum Hard Attention Network—0
Graph Decoupling Attention Markov Networks for Semi-supervised Graph Node Classification—0
Hard Attention Control By Mutual Information Maximization—0
Hierarchical Memory Networks—0
Hierarchical Multi-scale Attention Networks for Action Recognition—0
Improved Attention Models for Memory Augmented Neural Network Adaptive Controllers—0
Learning deep graph matching with channel-independent embedding and Hungarian attention—0
Learning Hard Alignments with Variational Inference—0
Logical Languages Accepted by Transformer Encoders with Hard Attention—0
Look Harder: A Neural Machine Translation Model with Hard Attention—0
Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers—0
Masked Hard-Attention Transformers Recognize Exactly the Star-Free Languages—0
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
Multimodal Emergent Fake News Detection via Meta Neural Process Networks—0
MultiResolution Attention Extractor for Small Object Detection—0
Multi-View Unsupervised Image Generation with Cross Attention Guidance—0
Near-Optimal Glimpse Sequences for Improved Hard Attention Neural Network Training—0
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