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Papers
DVAR: Dynamic Visual Autoregressive Modeling for Image Super-Resolution
CVPR 2026
Is EEG-to-Text Feasible in Real-World Scenarios? An In-Depth Analysis Using a Neuropsychology-Inspired Benchmark
ACL 2026
Tight Sample Complexity of Transformers
COLT 2026
A Novel Deep Learning Framework for Efficient Multichannel Acoustic Feedback Control
Interspeech 2025
DepthART: Monocular Depth Estimation as Autoregressive Refinement Task
IJCAI 2025
Taming Teacher Forcing for Masked Autoregressive Video Generation
CVPR 2025
Training Recurrent Neural Networks with Inherent Missing Data for Wearable Device Applications (Student Abstract)
AAAI 2025
Transformers Provably Solve Parity Efficiently with Chain of Thought
ICLR 2025
Semformer: Transformer Language Models with Semantic Planning
EMNLP 2024
The Mystery of the Pathological Path-star Task for Language Models
EMNLP 2024
The Pitfalls of Next-Token Prediction
ICML 2024
Generalized Teacher Forcing for Learning Chaotic Dynamics
ICML 2023
Iterative autoregression: a novel trick to improve your low-latency speech enhancement model
Interspeech 2023
On the Effectiveness of Offline RL for Dialogue Response Generation
ICML 2023
R-TeaFor: Regularized Teacher-Forcing for Abstractive Summarization
EMNLP 2022
Teacher Forcing Recovers Reward Functions for Text Generation
NeurIPS 2022
Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems
ICML 2022
Can Latent Alignments Improve Autoregressive Machine Translation?
NAACL 2021
Deliberation-Based Multi-Pass Speech Synthesis
Interspeech 2021
Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation?
EMNLP 2021
Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation
ACL 2021
Mixed Cross Entropy Loss for Neural Machine Translation
ICML 2021
Set Prediction in the Latent Space
NeurIPS 2021
Modeling Fluency and Faithfulness for Diverse Neural Machine Translation
AAAI 2020
Noise Isn’t Always Negative: Countering Exposure Bias in Sequence-to-Sequence Inflection Models
COLING 2020