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Transformers

9,294 papers

Papers per year

Papers

STViT: Improving Self-Supervised Multi-Camera Depth Estimation with Spatial-Temporal Context and Adversarial Geometry Regularization (Student Abstract) AAAI 2024
Scene Flow Prior Based Point Cloud Completion with Masked Transformer (Student Abstract) AAAI 2024
Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers (Student Abstract) AAAI 2024
Memory-Augmenting Decoder-Only Language Models through Encoders (Student Abstract) AAAI 2024
Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract) AAAI 2024
BertRLFuzzer: A BERT and Reinforcement Learning Based Fuzzer (Student Abstract) AAAI 2024
LaMAR: Laplacian Pyramid for Multimodal Adaptive Super Resolution (Student Abstract) AAAI 2024
DDViT: Double-Level Fusion Domain Adapter Vision Transformer (Student Abstract) AAAI 2024
Opening the Black Box: Unraveling the Classroom Dialogue Analysis (Student Abstract) AAAI 2024
A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus ACL 2024
Hyper-CL: Conditioning Sentence Representations with Hypernetworks ACL 2024
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models ACL 2024
Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models ACL 2024
An Effective Pronunciation Assessment Approach Leveraging Hierarchical Transformers and Pre-training Strategies ACL 2024
Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer ACL 2024
ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval ACL 2024
An Iterative Associative Memory Model for Empathetic Response Generation ACL 2024
Graph Language Models ACL 2024
Spectral Filters, Dark Signals, and Attention Sinks ACL 2024
Rethinking the Multimodal Correlation of Multimodal Sequential Learning via Generalizable Attentional Results Alignment ACL 2024
Your Transformer is Secretly Linear ACL 2024
RepCodec: A Speech Representation Codec for Speech Tokenization ACL 2024
SparseFlow: Accelerating Transformers by Sparsifying Information Flows ACL 2024
UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion ACL 2024
Text-to-Song: Towards Controllable Music Generation Incorporating Vocal and Accompaniment ACL 2024