conftrace_

encoder-decoder architecture

380 papers

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Co-occurring keywords

attention mechanism (4001) neural machine translation (2310) semantic segmentation (3186) convolutional neural network (4226) representation learning (6206) text generation (2913) language model (4599) self-supervised learning (3777) transfer learning (5449) sequence-to-sequence model (553)

Papers

nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation Benchmark CVPR 2025
MaSS13K: A Matting-level Semantic Segmentation Benchmark CVPR 2025
DeDisCo at the DISRPT 2025 Shared Task: A System for Discourse Relation Classification EMNLP 2025
Generalizable Task Representation Learning for Offline Meta-Reinforcement Learning with Data Limitations AAAI 2024
Calc-CMU at SemEval-2024 Task 7: Pre-Calc - Learning to Use the Calculator Improves Numeracy in Language Models SEMEVAL 2024
Complex question generation using discourse-based data augmentation EACL 2024
ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining AAAI 2024
EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery IJCAI 2024
Simul-Whisper: Attention-Guided Streaming Whisper with Truncation Detection INTERSPEECH 2024
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization IJCAI 2024
PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation AAAI 2024
DCV2I: A Practical Approach for Supporting Geographers’ Visual Interpretation in Dune Segmentation with Deep Vision Models AAAI 2024
Comparison of Conventional Hybrid and CTC/Attention Decoders for Continuous Visual Speech Recognition COLING 2024
TURNA: A Turkish Encoder-Decoder Language Model for Enhanced Understanding and Generation ACL 2024
Bidirectional English-Nepali Machine Translation(MT) System for Legal Domain COLING 2024
A Family of Pretrained Transformer Language Models for Russian COLING 2024
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation WACV 2024
Integrating Speech Self-Supervised Learning Models and Large Language Models for ASR INTERSPEECH 2024
Code Defect Detection Using Pre-trained Language Models with Encoder-Decoder via Line-Level Defect Localization COLING 2024
NAST: Noise Aware Speech Tokenization for Speech Language Models INTERSPEECH 2024
Inversion-based Latent Bayesian Optimization NIPS 2024
Disentangling Pretrained Representation to Leverage Low-Resource Languages in Multilingual Machine Translation COLING 2024
DFMDA-Net: Dense Fusion and Multi-dimension Aggregation Network for Image Restoration IJCAI 2024
Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient NIPS 2024
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation CVPR 2024