Publication Direct Preference Knowledge Distillation for Large Language Models Yixing Li, Yuxian Gu, Li Dong, Dequan Wang, Yu Cheng, Furu Wei June 2024
Publication Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions Minghan Li, Heng Li, Zhi-Qi Cheng, Yifei Dong, Yuxuan Zhou, Jun-Yan He, Qi Dai, Teruko Mitamura, Alexander G. Hauptmann NeurIPS 2024 | June 2024
Publication T-MAC: CPU Renaissance via Table Lookup for Low-Bit LLM Deployment on Edge Jianyu Wei, Shijie Cao, Ting Cao, Lingxiao Ma, Lei Wang, Yanyong Zhang, Mao Yang June 2024 Project
Publication Instruction Pre-Training: Language Models are Supervised Multitask Learners Daixuan Cheng, Yuxian Gu, Shaohan Huang, Junyu Bi, Minlie Huang, Furu Wei June 2024
Publication SeD: Semantic-Aware Discriminator for Image Super-Resolution Bingchen Li, Xin Li, Hanxin Zhu, Yeying Jin, Ruoyu Feng, Zhizheng Zhang, Zhibo Chen The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 | June 2024
Publication Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms Miaosen Zhang, Yixuan Wei, Zhen Xing, Yifei Ma, Zuxuan Wu, Ji Li, Zheng Zhang, Qi Dai, Chong Luo, Xin Geng, Baining Guo NeurIPS 2024 | June 2024
Publication VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers Sanyuan Chen, Shujie Liu, Long Zhou, Yanqing Liu, Xu Tan, Jinyu Li, Sheng Zhao, Yao Qian, Furu Wei June 2024 Project
Publication Mitigate Position Bias in Large Language Models via Scaling a Single Dimension Yijiong Yu, Huiqiang Jiang, Xufang Luo, Qianhui Wu, Chin-Yew Lin, Dongsheng Li, Yuqing Yang, Yongfeng Huang, Lili Qiu June 2024
Publication Position: What Can Large Language Models Tell Us about Time Series Analysis Ming Jin, Yifan Zhang, Wei Chen, Kexin Zhang, Yuxuan Liang, Bin Yang, Jindong Wang, Shirui Pan, Qingsong Wen ICML 2024 | June 2024
Publication ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons Jiawen Zhang, Xumeng Wen, Zhenwei Zhang, Shun Zheng, Jia Li, Jiang Bian NeurIPS 2024 | June 2024
Research
Research