Bingbin Liu

1. Transformers Learn Shortcuts to Automata
   2022/10/19 by Bingbin Liu, Jordan T. Ash, Liu, Bingbin +7 · 3 voices · 42 citations
   Computer Science · #Algorithms and Data Compression #Machine Learning and Algorithms #Topic Modeling #cs.FL #cs.LG #stat.ML
2. TinyGSM: achieving >80% on GSM8k with small language models
   2023/12/14 by Bingbin Liu, Liu, Bingbin, Sebastien Bubeck +14 · 1 voice · 6 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text Readability and Simplification #cs.CL #cs.LG
3. Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction
   2020/02/20 by Bingbin Liu, Liu, Bingbin, Ehsan Adeli +11 · 10 citations
   Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Video Surveillance and Tracking Methods #Advanced Neural Network Applications
4. Exposing Attention Glitches with Flip-Flop Language Modeling
   2023/06/01 by Bingbin Liu, Liu, Bingbin, Jordan T. Ash +7 · 1 voice · 12 citations
   Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
5. Learning to Decompose and Disentangle Representations for Video Prediction
   2018/06/11 by Jun-Ting Hsieh, Bingbin Liu, Hsieh, Jun-Ting +7 · 5 citations
   Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression
   2023/06/01 by Runtian Zhai, Bingbin Liu, Zhai, Runtian +7 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Domain Adaptation and Few-Shot Learning