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attention mechanism

4001 papers

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Also known as

AM ATTENTION

Co-occurring keywords

neural network (6616) convolutional neural network (4226) multimodal learning (4645) transformer architecture (1560) graph neural network (3962) recurrent neural network (1790) text classification (6793) representation learning (6206) large language model (13587) neural machine translation (2310)

Papers

SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models EMNLP 2024
CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling EMNLP 2024
Adaptive Slot Attention: Object Discovery with Dynamic Slot Number CVPR 2024
Improving Backchannel Prediction Leveraging Sequential and Attentive Context Awareness EACL 2024
Learning Random Noise Salient Feature Fusion Siamese Network for Low-Resolution Object Tracking (Student Abstract) AAAI 2024
Fast and Knowledge-Free Deep Learning for General Game Playing (Student Abstract) AAAI 2024
Bridging the Divide: Reconsidering Softmax and Linear Attention NIPS 2024
Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers (Student Abstract) AAAI 2024
The Inhibitor: ReLU and Addition-Based Attention for Efficient Transformers (Student Abstract) AAAI 2024
Attention-Based Models for Snow-Water Equivalent Prediction AAAI 2024
iTrendRNN: An Interpretable Trend-Aware RNN for Meteorological Spatiotemporal Prediction AAAI 2024
Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models EMNLP 2024
GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers AAAI 2024
Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification AAAI 2024
Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content Detection EACL 2024
Task-Free Dynamic Sparse Vision Transformer for Continual Learning AAAI 2024
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency AAAI 2024
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map NIPS 2024
Pointsoup: High-Performance and Extremely Low-Decoding-Latency Learned Geometry Codec for Large-Scale Point Cloud Scenes IJCAI 2024
Stable Language Model Pre-training by Reducing Embedding Variability EMNLP 2024
BVT-IMA: Binary Vision Transformer with Information-Modified Attention AAAI 2024
Multiscale Attention Wavelet Neural Operator for Capturing Steep Trajectories in Biochemical Systems AAAI 2024
RoCEL: Advancing Table Entity Linking through Distinctive Row and Column Contexts EMNLP 2024
Adversarially Balanced Representation for Continuous Treatment Effect Estimation AAAI 2024
MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction EMNLP 2024