All paper pages
28734 retained paper pages. Page 181 of 288.
- Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference
Simian Luo, Yiqin Tan, Longbo Huang, Jian Li, Hang Zhao · 2023
- Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Andy Zhou, Kai Yan, Michal Shlapentokh-Rothman, Haohan Wang, Yu-Xiong Wang · 2023
- Why Do We Need Weight Decay in Modern Deep Learning?
Francesco D'Angelo, Maksym Andriushchenko, Aditya Varre, Nicolas Flammarion · 2023
- Can neural networks count digit frequency?
Padmaksh Khandelwal · 2023
- What's the Magic Word? A Control Theory of LLM Prompting
Aman Bhargava, Cameron Witkowski, Shi-Zhuo Looi, Matt Thomson · 2023
- Demystifying Embedding Spaces using Large Language Models
Guy Tennenholtz, Yinlam Chow, Chih-Wei Hsu, Jihwan Jeong, Lior Shani, Azamat Tulepbergenov, Deepak Ramachandran, Martin Mladenov, Craig Boutilier · 2023
- A Survey of Data Security: Practices from Cybersecurity and Challenges of Machine Learning
Padmaksha Roy, Jaganmohan Chandrasekaran, Erin Lanus, Laura Freeman, Jeremy Werner · 2023
- ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models
Iman Mirzadeh, Keivan Alizadeh, Sachin Mehta, Carlo C Del Mundo, Oncel Tuzel, Golnoosh Samei, Mohammad Rastegari, Mehrdad Farajtabar · 2023
- Shufflecake: Plausible Deniability for Multiple Hidden Filesystems on Linux
Elia Anzuoni, Tommaso Gagliardoni · 2023
- Eight Transaction Papers by Jim Gray
Philip A. Bernstein · 2023
- Unifying Foundation Models with Quadrotor Control for Visual Tracking Beyond Object Categories
Alessandro Saviolo, Pratyaksh Rao, Vivek Radhakrishnan, Jiuhong Xiao, Giuseppe Loianno · 2023
- TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
Defu Cao, Furong Jia, Sercan O Arik, Tomas Pfister, Yixiang Zheng, Wen Ye, Yan Liu · 2023
- Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
Lu Yin, You Wu, Zhenyu Zhang, Cheng-Yu Hsieh, Yaqing Wang, Yiling Jia, Gen Li, Ajay Jaiswal, Mykola Pechenizkiy, Yi Liang, Michael Bendersky, Zhangyang Wang, Shiwei Liu · 2023
- Scaling Laws of RoPE-based Extrapolation
Xiaoran Liu, Hang Yan, Shuo Zhang, Chenxin An, Xipeng Qiu, Dahua Lin · 2023
- A Maclaurin type inequality
Terence Tao · 2023
- XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners
Yun Luo, Zhen Yang, Fandong Meng, Yingjie Li, Fang Guo, Qinglin Qi, Jie Zhou, Yue Zhang · 2023
- Larth: Dataset and Machine Translation for Etruscan
Gianluca Vico, Gerasimos Spanakis · 2023
- HyperAttention: Long-context Attention in Near-Linear Time
Insu Han, Rajesh Jayaram, Amin Karbasi, Vahab Mirrokni, David P. Woodruff, Amir Zandieh · 2023
- Grokking as Compression: A Nonlinear Complexity Perspective
Ziming Liu, Ziqian Zhong, Max Tegmark · 2023
- The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric
Daniel Severo, Lucas Theis, Johannes Ballé · 2023
- Measuring reasoning capabilities of ChatGPT
Adrian Groza · 2023
- Divide-and-Conquer Dynamics in AI-Driven Disempowerment
Peter S. Park, Max Tegmark · 2023
- Theory and modeling of molecular modes in the NMR relaxation of fluids
Thiago J. Pinheiro dos Santos, Betul Orcan-Ekmekci, Walter G. Chapman, Philip M. Singer, Dilipkumar N. Asthagiri · 2023
- Learning Interactive Real-World Simulators
Sherry Yang, Yilun Du, Kamyar Ghasemipour, Jonathan Tompson, Leslie Kaelbling, Dale Schuurmans, Pieter Abbeel · 2023
- OptiMUS: Optimization Modeling Using MIP Solvers and large language models
Ali AhmadiTeshnizi, Wenzhi Gao, Madeleine Udell · 2023
- Understanding the Effects of RLHF on LLM Generalisation and Diversity
Robert Kirk, Ishita Mediratta, Christoforos Nalmpantis, Jelena Luketina, Eric Hambro, Edward Grefenstette, Roberta Raileanu · 2023
- Multilingual Jailbreak Challenges in Large Language Models
Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing · 2023
- Refining Decompiled C Code with Large Language Models
Wai Kin Wong, Huaijin Wang, Zongjie Li, Zhibo Liu, Shuai Wang, Qiyi Tang, Sen Nie, Shi Wu · 2023
- Automated clinical coding using off-the-shelf large language models
Joseph S. Boyle, Antanas Kascenas, Pat Lok, Maria Liakata, Alison Q. O'Neil · 2023
- iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
Yong Liu, Tengge Hu, Haoran Zhang, Haixu Wu, Shiyu Wang, Lintao Ma, Mingsheng Long · 2023
- SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Carlos E. Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, Karthik Narasimhan · 2023
- OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text
Keiran Paster, Marco Dos Santos, Zhangir Azerbayev, Jimmy Ba · 2023
- Text Embeddings Reveal (Almost) As Much As Text
John X. Morris, Volodymyr Kuleshov, Vitaly Shmatikov, Alexander M. Rush · 2023
- The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets
Samuel Marks, Max Tegmark · 2023
- Mistral 7B
Albert Q. Jiang, Alexandre Sablayrolles, Arthur Mensch, Chris Bamford, Devendra Singh Chaplot, Diego de las Casas, Florian Bressand, Gianna Lengyel, Guillaume Lample, Lucile Saulnier, Lélio Renard Lavaud, Marie-Anne Lachaux, Pierre Stock, Teven Le Scao, Thibaut Lavril, Thomas Wang, Timothée Lacroix, William El Sayed · 2023
- Sparse Fine-tuning for Inference Acceleration of Large Language Models
Eldar Kurtic, Denis Kuznedelev, Elias Frantar, Michael Goin, Dan Alistarh · 2023
- Violation of Expectation via Metacognitive Prompting Reduces Theory of Mind Prediction Error in Large Language Models
Courtland Leer, Vincent Trost, Vineeth Voruganti · 2023
- QualiGPT: GPT as an easy-to-use tool for qualitative coding
He Zhang, Chuhao Wu, Jingyi Xie, ChanMin Kim, John M. Carroll · 2023
- Large Language Models can Learn Rules
Zhaocheng Zhu, Yuan Xue, Xinyun Chen, Denny Zhou, Jian Tang, Dale Schuurmans, Hanjun Dai · 2023
- Sparse Universal Transformer
Shawn Tan, Yikang Shen, Zhenfang Chen, Aaron Courville, Chuang Gan · 2023
- LLark: A Multimodal Instruction-Following Language Model for Music
Josh Gardner, Simon Durand, Daniel Stoller, Rachel M. Bittner · 2023
- Beyond Memorization: Violating Privacy Via Inference with Large Language Models
Robin Staab, Mark Vero, Mislav Balunović, Martin Vechev · 2023
- Code Polymorphism Meets Code Encryption: Confidentiality and Side-Channel Protection of Software Components
Lionel Morel, Damien Couroussé, Thomas Hiscock · 2023
- Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity
Cunxiang Wang, Xiaoze Liu, Yuanhao Yue, Xiangru Tang, Tianhang Zhang, Cheng Jiayang, Yunzhi Yao, Wenyang Gao, Xuming Hu, Zehan Qi, Yidong Wang, Linyi Yang, Jindong Wang, Xing Xie, Zheng Zhang, Yue Zhang · 2023
- Differentiable Euler Characteristic Transforms for Shape Classification
Ernst Roell, Bastian Rieck · 2023
- Ferret: Refer and Ground Anything Anywhere at Any Granularity
Haoxuan You, Haotian Zhang, Zhe Gan, Xianzhi Du, Bowen Zhang, Zirui Wang, Liangliang Cao, Shih-Fu Chang, Yinfei Yang · 2023
- MatFormer: Nested Transformer for Elastic Inference
Devvrit, Sneha Kudugunta, Aditya Kusupati, Tim Dettmers, Kaifeng Chen, Inderjit Dhillon, Yulia Tsvetkov, Hannaneh Hajishirzi, Sham Kakade, Ali Farhadi, Prateek Jain · 2023
- Social Approval and Network Homophily as Motivators of Online Toxicity
Julie Jiang, Luca Luceri, Joseph B. Walther, Emilio Ferrara · 2023
- Large Language Models Are Zero-Shot Time Series Forecasters
Nate Gruver, Marc Finzi, Shikai Qiu, Andrew Gordon Wilson · 2023
- Optimal Linear Decay Learning Rate Schedules and Further Refinements
Aaron Defazio, Ashok Cutkosky, Harsh Mehta, Konstantin Mishchenko · 2023
- Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations
Zhuoyan Li, Hangxiao Zhu, Zhuoran Lu, Ming Yin · 2023
- TabLib: A Dataset of 627M Tables with Context
Gus Eggert, Kevin Huo, Mike Biven, Justin Waugh · 2023
- Sorting it out in Hardware: A State-of-the-Art Survey
Amir Hossein Jalilvand, Faeze S. Banitaba, Seyedeh Newsha Estiri, Sercan Aygun, M. Hassan Najafi · 2023
- The Expressive Power of Transformers with Chain of Thought
William Merrill, Ashish Sabharwal · 2023
- Large Language Models for Scientific Synthesis, Inference and Explanation
Yizhen Zheng, Huan Yee Koh, Jiaxin Ju, Anh T. N. Nguyen, Lauren T. May, Geoffrey I. Webb, Shirui Pan · 2023
- Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
Kashif Rasul, Arjun Ashok, Andrew Robert Williams, Hena Ghonia, Rishika Bhagwatkar, Arian Khorasani, Mohammad Javad Darvishi Bayazi, George Adamopoulos, Roland Riachi, Nadhir Hassen, Marin Biloš, Sahil Garg, Anderson Schneider, Nicolas Chapados, Alexandre Drouin, Valentina Zantedeschi, Yuriy Nevmyvaka, Irina Rish · 2023
- Fine-Tuning LLaMA for Multi-Stage Text Retrieval
Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin · 2023
- Defending Our Privacy With Backdoors
Dominik Hintersdorf, Lukas Struppek, Daniel Neider, Kristian Kersting · 2023
- Chrono: A Peer-to-Peer Network with Verifiable Causality
Michael Hu Yiqing, Guangda Sun, Arun Fu, Akasha Zhu, Jialin Li · 2023
- How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?
Jingfeng Wu, Difan Zou, Zixiang Chen, Vladimir Braverman, Quanquan Gu, Peter L. Bartlett · 2023
- A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing
Carlos Gómez-Rodríguez, Paul Williams · 2023
- Teaching Resources for Embedding Ethics in Mathematics: Exercises, Projects, and Handouts
Maurice Chiodo, Dennis Müller, Rehan Shah · 2023
- Yuga: Automatically Detecting Lifetime Annotation Bugs in the Rust Language
Vikram Nitin, Anne Mulhern, Sanjay Arora, Baishakhi Ray · 2023
- MemGPT: Towards LLMs as Operating Systems
Charles Packer, Sarah Wooders, Kevin Lin, Vivian Fang, Shishir G. Patil, Ion Stoica, Joseph E. Gonzalez · 2023
- Circular Average Filtering and Circular Linear Interpolation in Complex Color Spaces
Ergun Akleman, Shubham Agarwall, Donald H. House, Tolga Talha Yildiz · 2023
- LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models
Yixiao Li, Yifan Yu, Chen Liang, Pengcheng He, Nikos Karampatziakis, Weizhu Chen, Tuo Zhao · 2023
- Counting and Algorithmic Generalization with Transformers
Simon Ouellette, Rolf Pfister, Hansueli Jud · 2023
- The Data Lakehouse: Data Warehousing and More
Dipankar Mazumdar, Jason Hughes, JB Onofre · 2023
- Tokenizer Choice For LLM Training: Negligible or Crucial?
Mehdi Ali, Michael Fromm, Klaudia Thellmann, Richard Rutmann, Max Lübbering, Johannes Leveling, Katrin Klug, Jan Ebert, Niclas Doll, Jasper Schulze Buschhoff, Charvi Jain, Alexander Arno Weber, Lena Jurkschat, Hammam Abdelwahab, Chelsea John, Pedro Ortiz Suarez, Malte Ostendorff, Samuel Weinbach, Rafet Sifa, Stefan Kesselheim, Nicolas Flores-Herr · 2023
- Adaptivity and Modularity for Efficient Generalization Over Task Complexity
Samira Abnar, Omid Saremi, Laurent Dinh, Shantel Wilson, Miguel Angel Bautista, Chen Huang, Vimal Thilak, Etai Littwin, Jiatao Gu, Josh Susskind, Samy Bengio · 2023
- Gesture Recognition for FMCW Radar on the Edge
Maximilian Strobel, Stephan Schoenfeldt, Jonas Daugalas · 2023
- Image Cropping under Design Constraints
Takumi Nishiyasu, Wataru Shimoda, Yoichi Sato · 2023
- Embarrassingly Simple Text Watermarks
Ryoma Sato, Yuki Takezawa, Han Bao, Kenta Niwa, Makoto Yamada · 2023
- The academic Great Gatsby Curve
Ye Sun, Fabio Caccioli, Xiancheng Li, Giacomo Livan · 2023
- Improving Large Language Models in Event Relation Logical Prediction
Meiqi Chen, Yubo Ma, Kaitao Song, Yixin Cao, Yan Zhang, Dongsheng Li · 2023
- PaLI-3 Vision Language Models: Smaller, Faster, Stronger
Xi Chen, Xiao Wang, Lucas Beyer, Alexander Kolesnikov, Jialin Wu, Paul Voigtlaender, Basil Mustafa, Sebastian Goodman, Ibrahim Alabdulmohsin, Piotr Padlewski, Daniel Salz, Xi Xiong, Daniel Vlasic, Filip Pavetic, Keran Rong, Tianli Yu, Daniel Keysers, Xiaohua Zhai, Radu Soricut · 2023
- Multinational AGI Consortium (MAGIC): A Proposal for International Coordination on AI
Jason Hausenloy, Andrea Miotti, Claire Dennis · 2023
- A Multifaceted Look at Starlink Performance
Nitinder Mohan, Andrew Ferguson, Hendrik Cech, Prakita Rayyan Renatin, Rohan Bose, Mahesh Marina, Jörg Ott · 2023
- Quantum computing: principles and applications
Guanru Feng, Dawei Lu, Jun Li, Tao Xin, Bei Zeng · 2023
- QUIC is not Quick Enough over Fast Internet
Xumiao Zhang, Shuowei Jin, Yi He, Ahmad Hassan, Z. Morley Mao, Feng Qian, Zhi-Li Zhang · 2023
- UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting
Xu Liu, Junfeng Hu, Yuan Li, Shizhe Diao, Yuxuan Liang, Bryan Hooi, Roger Zimmermann · 2023
- When can transformers reason with abstract symbols?
Enric Boix-Adsera, Omid Saremi, Emmanuel Abbe, Samy Bengio, Etai Littwin, Joshua Susskind · 2023
- Exploitation Business: Leveraging Information Asymmetry
Kwangseob Ahn · 2023
- Microscaling Data Formats for Deep Learning
Bita Darvish Rouhani, Ritchie Zhao, Ankit More, Mathew Hall, Alireza Khodamoradi, Summer Deng, Dhruv Choudhary, Marius Cornea, Eric Dellinger, Kristof Denolf, Stosic Dusan, Venmugil Elango, Maximilian Golub, Alexander Heinecke, Phil James-Roxby, Dharmesh Jani, Gaurav Kolhe, Martin Langhammer, Ada Li, Levi Melnick, Maral Mesmakhosroshahi, Andres Rodriguez, Michael Schulte, Rasoul Shafipour, Lei Shao, Michael Siu, Pradeep Dubey, Paulius Micikevicius, Maxim Naumov, Colin Verrilli, Ralph Wittig, Doug Burger, Eric Chung · 2023
- TacticAI: an AI assistant for football tactics
Zhe Wang, Petar Veličković, Daniel Hennes, Nenad Tomašev, Laurel Prince, Michael Kaisers, Yoram Bachrach, Romuald Elie, Li Kevin Wenliang, Federico Piccinini, William Spearman, Ian Graham, Jerome Connor, Yi Yang, Adrià Recasens, Mina Khan, Nathalie Beauguerlange, Pablo Sprechmann, Pol Moreno, Nicolas Heess, Michael Bowling, Demis Hassabis, Karl Tuyls · 2023
- Llemma: An Open Language Model For Mathematics
Zhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, Marco Dos Santos, Stephen McAleer, Albert Q. Jiang, Jia Deng, Stella Biderman, Sean Welleck · 2023
- A Survey on Video Diffusion Models
Zhen Xing, Qijun Feng, Haoran Chen, Qi Dai, Han Hu, Hang Xu, Zuxuan Wu, Yu-Gang Jiang · 2023
- A decoder-only foundation model for time-series forecasting
Abhimanyu Das, Weihao Kong, Rajat Sen, Yichen Zhou · 2023
- Theory of Mind for Multi-Agent Collaboration via Large Language Models
Huao Li, Yu Quan Chong, Simon Stepputtis, Joseph Campbell, Dana Hughes, Michael Lewis, Katia Sycara · 2023
- Mechanism Design for Large Language Models
Paul Duetting, Vahab Mirrokni, Renato Paes Leme, Haifeng Xu, Song Zuo · 2023
- Exactly solvable statistical physics models for large neuronal populations
Christopher W. Lynn, Qiwei Yu, Rich Pang, William Bialek, Stephanie E. Palmer · 2023
- Origami-inspired Bi-directional Actuator with Orthogonal Actuation
Shuai Liu, Sheeraz Athar, Michael Yu Wang · 2023
- VoxArabica: A Robust Dialect-Aware Arabic Speech Recognition System
Abdul Waheed, Bashar Talafha, Peter Sullivan, AbdelRahim Elmadany, Muhammad Abdul-Mageed · 2023
- Leveraging Diverse Semantic-based Audio Pretrained Models for Singing Voice Conversion
Xueyao Zhang, Zihao Fang, Yicheng Gu, Haopeng Chen, Lexiao Zou, Junan Zhang, Liumeng Xue, Zhizheng Wu · 2023
- Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations
Shiyuan Huang, Siddarth Mamidanna, Shreedhar Jangam, Yilun Zhou, Leilani H. Gilpin · 2023
- Zipformer: A faster and better encoder for automatic speech recognition
Zengwei Yao, Liyong Guo, Xiaoyu Yang, Wei Kang, Fangjun Kuang, Yifan Yang, Zengrui Jin, Long Lin, Daniel Povey · 2023
- Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting
Melanie Sclar, Yejin Choi, Yulia Tsvetkov, Alane Suhr · 2023
- Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V
Jianwei Yang, Hao Zhang, Feng Li, Xueyan Zou, Chunyuan Li, Jianfeng Gao · 2023
- BitNet: Scaling 1-bit Transformers for Large Language Models
Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Huaijie Wang, Lingxiao Ma, Fan Yang, Ruiping Wang, Yi Wu, Furu Wei · 2023
- Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, Hannaneh Hajishirzi · 2023