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28734 retained paper pages. Page 205 of 288.

  1. Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parameters

    Yixin Song, Haotong Xie, Zhengyan Zhang, Bo Wen, Li Ma, Zeyu Mi, Haibo Chen · 2024

  2. Three super-Earths and a possible water world from TESS and ESPRESSO

    M. J. Hobson, F. Bouchy, B. Lavie, C. Lovis, V. Adibekyan, C. Allende Prieto, Y. Alibert, S. C. C. Barros, A. Castro-González, S. Cristiani, V. D'Odorico, M. Damasso, P. Di Marcantonio, X. Dumusque, D. Ehrenreich, P. Figueira, R. Génova Santos, J. I. González Hernández, J. Lillo-Box, G. Lo Curto, C. J. A. P. Martins, A. Mehner, G. Micela, P. Molaro, N. J. Nunes, E. Palle, F. Pepe, R. Rebolo, J. Rodrigues, N. Santos, S. G. Sousa, A. Sozzetti, A. Suárez Mascareño, H. M. Tabernero, S. Udry, M. -R. Zapatero Osorio, D. J. Armstrong, D. R. Ciardi, K. A. Collins, K. I. Collins, M. Everett, D. Gandolfi, S. B. Howell, J. M. Jenkins, J. Kielkopf, J. H. Livingston, M. B. Lund, I. Mireles, G. R. Ricker, R. P. Schwarz, S. Seager, T. -G. Tan, E. B. Ting, J. N. Winn · 2024

  3. PowerInfer-2: Fast Large Language Model Inference on a Smartphone

    Zhenliang Xue, Yixin Song, Zeyu Mi, Xinrui Zheng, Yubin Xia, Haibo Chen · 2024

  4. How Far Can Transformers Reason? The Globality Barrier and Inductive Scratchpad

    Emmanuel Abbe, Samy Bengio, Aryo Lotfi, Colin Sandon, Omid Saremi · 2024

  5. Towards a Personal Health Large Language Model

    Justin Cosentino, Anastasiya Belyaeva, Xin Liu, Nicholas A. Furlotte, Zhun Yang, Chace Lee, Erik Schenck, Yojan Patel, Jian Cui, Logan Douglas Schneider, Robby Bryant, Ryan G. Gomes, Allen Jiang, Roy Lee, Yun Liu, Javier Perez, Jameson K. Rogers, Cathy Speed, Shyam Tailor, Megan Walker, Jeffrey Yu, Tim Althoff, Conor Heneghan, John Hernandez, Mark Malhotra, Leor Stern, Yossi Matias, Greg S. Corrado, Shwetak Patel, Shravya Shetty, Jiening Zhan, Shruthi Prabhakara, Daniel McDuff, Cory Y. McLean · 2024

  6. Can Language Models Serve as Text-Based World Simulators?

    Ruoyao Wang, Graham Todd, Ziang Xiao, Xingdi Yuan, Marc-Alexandre Côté, Peter Clark, Peter Jansen · 2024

  7. Continuum Attention for Neural Operators

    Edoardo Calvello, Nikola B. Kovachki, Matthew E. Levine, Andrew M. Stuart · 2024

  8. UMBRELA: UMbrela is the (Open-Source Reproduction of the) Bing RELevance Assessor

    Shivani Upadhyay, Ronak Pradeep, Nandan Thakur, Nick Craswell, Jimmy Lin · 2024

  9. Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

    Peize Sun, Yi Jiang, Shoufa Chen, Shilong Zhang, Bingyue Peng, Ping Luo, Zehuan Yuan · 2024

  10. An Evaluation Benchmark for Autoformalization in Lean4

    Aryan Gulati, Devanshu Ladsaria, Shubhra Mishra, Jasdeep Sidhu, Brando Miranda · 2024

  11. Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining

    Shuqi Liu, Bowei He, Linqi Song · 2024

  12. Assessing the Emergent Symbolic Reasoning Abilities of Llama Large Language Models

    Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti · 2024

  13. Improve Mathematical Reasoning in Language Models by Automated Process Supervision

    Liangchen Luo, Yinxiao Liu, Rosanne Liu, Samrat Phatale, Meiqi Guo, Harsh Lara, Yunxuan Li, Lei Shu, Yun Zhu, Lei Meng, Jiao Sun, Abhinav Rastogi · 2024

  14. The Prompt Report: A Systematic Survey of Prompt Engineering Techniques

    Sander Schulhoff, Michael Ilie, Nishant Balepur, Konstantine Kahadze, Amanda Liu, Chenglei Si, Yinheng Li, Aayush Gupta, HyoJung Han, Sevien Schulhoff, Pranav Sandeep Dulepet, Saurav Vidyadhara, Dayeon Ki, Sweta Agrawal, Chau Pham, Gerson Kroiz, Feileen Li, Hudson Tao, Ashay Srivastava, Hevander Da Costa, Saloni Gupta, Megan L. Rogers, Inna Goncearenco, Giuseppe Sarli, Igor Galynker, Denis Peskoff, Marine Carpuat, Jules White, Shyamal Anadkat, Alexander Hoyle, Philip Resnik · 2024

  15. TORAX: A Fast and Differentiable Tokamak Transport Simulator in JAX

    Jonathan Citrin, Ian Goodfellow, Akhil Raju, Jeremy Chen, Jonas Degrave, Craig Donner, Federico Felici, Philippe Hamel, Andrea Huber, Dmitry Nikulin, David Pfau, Brendan Tracey, Martin Riedmiller, Pushmeet Kohli · 2024

  16. Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications

    Junlin Wang, Tianyi Yang, Roy Xie, Bhuwan Dhingra · 2024

  17. Wally: Batched Private Nearest Neighbor Search at Scale

    Hilal Asi, Fabian Boemer, Nicholas Genise, Muhammad Haris Mughees, Tabitha Ogilvie, Rehan Rishi, Kunal Talwar, Karl Tarbe, Akshay Wadia, Ruiyu Zhu, Marco Zuliani · 2024

  18. A Survey of Recent Backdoor Attacks and Defenses in Large Language Models

    Shuai Zhao, Meihuizi Jia, Zhongliang Guo, Leilei Gan, Xiaoyu Xu, Xiaobao Wu, Jie Fu, Yichao Feng, Fengjun Pan, Luu Anh Tuan · 2024

  19. Delving into LLM-assisted writing in biomedical publications through excess vocabulary

    Dmitry Kobak, Rita González-Márquez, Emőke-Ágnes Horvát, Jan Lause · 2024

  20. Is Stateful Fuzzing Really Challenging?

    Cristian Daniele · 2024

  21. The Semantics of Effects: Centrality, Quantum Control and Reversible Recursion

    Louis Lemonnier · 2024

  22. On Kernel's Safety in the Spectre Era (Extended Version)

    Davide Davoli, Martin Avanzini, Tamara Rezk · 2024

  23. Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

    Di Zhang, Xiaoshui Huang, Dongzhan Zhou, Yuqiang Li, Wanli Ouyang · 2024

  24. TextGrad: Automatic "Differentiation" via Text

    Mert Yuksekgonul, Federico Bianchi, Joseph Boen, Sheng Liu, Zhi Huang, Carlos Guestrin, James Zou · 2024

  25. Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification

    Yunzhen Feng, Elvis Dohmatob, Pu Yang, Francois Charton, Julia Kempe · 2024

  26. Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling

    Liliang Ren, Yang Liu, Yadong Lu, Yelong Shen, Chen Liang, Weizhu Chen · 2024

  27. Simple and Effective Masked Diffusion Language Models

    Subham Sekhar Sahoo, Marianne Arriola, Yair Schiff, Aaron Gokaslan, Edgar Marroquin, Justin T Chiu, Alexander Rush, Volodymyr Kuleshov · 2024

  28. Zero-shot Image Editing with Reference Imitation

    Xi Chen, Yutong Feng, Mengting Chen, Yiyang Wang, Shilong Zhang, Yu Liu, Yujun Shen, Hengshuang Zhao · 2024

  29. An Image is Worth 32 Tokens for Reconstruction and Generation

    Qihang Yu, Mark Weber, Xueqing Deng, Xiaohui Shen, Daniel Cremers, Liang-Chieh Chen · 2024

  30. Inference Acceleration for Large Language Models on CPUs

    Ditto PS, Jithin VG, Adarsh MS · 2024

  31. When is an Embedding Model More Promising than Another?

    Maxime Darrin, Philippe Formont, Ismail Ben Ayed, Jackie CK Cheung, Pablo Piantanida · 2024

  32. Progress Towards Decoding Visual Imagery via fNIRS

    Michel Adamic, Wellington Avelino, Anna Brandenberger, Bryan Chiang, Hunter Davis, Stephen Fay, Andrew Gregory, Aayush Gupta, Raphael Hotter, Grace Jiang, Fiona Leng, Stephen Polcyn, Thomas Ribeiro, Paul Scotti, Michelle Wang, Marley Xiong, Jonathan Xu · 2024

  33. LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing

    Hongxiang Zhang, Yuyang Rong, Yifeng He, Hao Chen · 2024

  34. Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge

    Lin Shi, Chiyu Ma, Wenhua Liang, Xingjian Diao, Weicheng Ma, Soroush Vosoughi · 2024

  35. An Empirical Study of Mamba-based Language Models

    Roger Waleffe, Wonmin Byeon, Duncan Riach, Brandon Norick, Vijay Korthikanti, Tri Dao, Albert Gu, Ali Hatamizadeh, Sudhakar Singh, Deepak Narayanan, Garvit Kulshreshtha, Vartika Singh, Jared Casper, Jan Kautz, Mohammad Shoeybi, Bryan Catanzaro · 2024

  36. Upper bounds on the highest phonon frequency and superconducting temperature from fundamental physical constants

    K. Trachenko, B. Monserrat, M. Hutcheon, C. J. Pickard · 2024

  37. Is Programming by Example solved by LLMs?

    Wen-Ding Li, Kevin Ellis · 2024

  38. Doing Battle with the Sun: Lessons From LEO and Operating a Satellite Constellation in the Elevated Atmospheric Drag Environment of Solar Cycle 25

    W. Scott Shambaugh · 2024

  39. Large Language Models Must Be Taught to Know What They Don't Know

    Sanyam Kapoor, Nate Gruver, Manley Roberts, Katherine Collins, Arka Pal, Umang Bhatt, Adrian Weller, Samuel Dooley, Micah Goldblum, Andrew Gordon Wilson · 2024

  40. Memory Is All You Need: An Overview of Compute-in-Memory Architectures for Accelerating Large Language Model Inference

    Christopher Wolters, Xiaoxuan Yang, Ulf Schlichtmann, Toyotaro Suzumura · 2024

  41. Discovering Preference Optimization Algorithms with and for Large Language Models

    Chris Lu, Samuel Holt, Claudio Fanconi, Alex J. Chan, Jakob Foerster, Mihaela van der Schaar, Robert Tjarko Lange · 2024

  42. Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

    Zhangchen Xu, Fengqing Jiang, Luyao Niu, Yuntian Deng, Radha Poovendran, Yejin Choi, Bill Yuchen Lin · 2024

  43. What If We Recaption Billions of Web Images with LLaMA-3?

    Xianhang Li, Haoqin Tu, Mude Hui, Zeyu Wang, Bingchen Zhao, Junfei Xiao, Sucheng Ren, Jieru Mei, Qing Liu, Huangjie Zheng, Yuyin Zhou, Cihang Xie · 2024

  44. Large Scale Multi-GPU Based Parallel Traffic Simulation for Accelerated Traffic Assignment and Propagation

    Xuan Jiang, Raja Sengupta, James Demmel, Samuel Williams · 2024

  45. Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning

    Jaehyun Nam, Kyuyoung Kim, Seunghyuk Oh, Jihoon Tack, Jaehyung Kim, Jinwoo Shin · 2024

  46. Satellite Drag Analysis During the May 2024 Gannon Geomagnetic Storm

    William E. Parker, Richard Linares · 2024

  47. A Sublinear Algorithm for Approximate Shortest Paths in Large Networks

    Sabyasachi Basu, Nadia Kōshima, Talya Eden, Omri Ben-Eliezer, C. Seshadhri · 2024

  48. TikTag: Breaking ARM's Memory Tagging Extension with Speculative Execution

    Juhee Kim, Jinbum Park, Sihyeon Roh, Jaeyoung Chung, Youngjoo Lee, Taesoo Kim, Byoungyoung Lee · 2024

  49. StreamBench: Towards Benchmarking Continuous Improvement of Language Agents

    Cheng-Kuang Wu, Zhi Rui Tam, Chieh-Yen Lin, Yun-Nung Chen, Hung-yi Lee · 2024

  50. LLM-Driven Robots Risk Enacting Discrimination, Violence, and Unlawful Actions

    Andrew Hundt, Rumaisa Azeem, Masoumeh Mansouri, Martim Brandão · 2024

  51. Stencil Computations on AMD and Nvidia Graphics Processors: Performance and Tuning Strategies

    Johannes Pekkilä, Oskar Lappi, Fredrik Robertsén, Maarit J. Korpi-Lagg · 2024

  52. Step-by-Step Diffusion: An Elementary Tutorial

    Preetum Nakkiran, Arwen Bradley, Hattie Zhou, Madhu Advani · 2024

  53. Reducing the Space Used by the Sieve of Eratosthenes When Factoring

    Samuel Hartman, Jonathan P. Sorenson · 2024

  54. Python-based DSL for generating Verilog model of Synchronous Digital Circuits

    Mandar Datar, Dhruva S. Hegde, Vendra Durga Prasad, Manish Prajapati, Neralla Manikanta, Devansh Gupta, Janampalli Pavanija, Pratyush Pare, Akash, Shivam Gupta, Sachin B. Patkar · 2024

  55. OpenVLA: An Open-Source Vision-Language-Action Model

    Moo Jin Kim, Karl Pertsch, Siddharth Karamcheti, Ted Xiao, Ashwin Balakrishna, Suraj Nair, Rafael Rafailov, Ethan Foster, Grace Lam, Pannag Sanketi, Quan Vuong, Thomas Kollar, Benjamin Burchfiel, Russ Tedrake, Dorsa Sadigh, Sergey Levine, Percy Liang, Chelsea Finn · 2024

  56. Transformers meet Neural Algorithmic Reasoners

    Wilfried Bounsi, Borja Ibarz, Andrew Dudzik, Jessica B. Hamrick, Larisa Markeeva, Alex Vitvitskyi, Razvan Pascanu, Petar Veličković · 2024

  57. Understanding Hallucinations in Diffusion Models through Mode Interpolation

    Sumukh K Aithal, Pratyush Maini, Zachary C. Lipton, J. Zico Kolter · 2024

  58. Depth Anything V2

    Lihe Yang, Bingyi Kang, Zilong Huang, Zhen Zhao, Xiaogang Xu, Jiashi Feng, Hengshuang Zhao · 2024

  59. Updating CLIP to Prefer Descriptions Over Captions

    Amir Zur, Elisa Kreiss, Karel D'Oosterlinck, Christopher Potts, Atticus Geiger · 2024

  60. Newswire: A Large-Scale Structured Database of a Century of Historical News

    Emily Silcock, Abhishek Arora, Luca D'Amico-Wong, Melissa Dell · 2024

  61. Report on the 61st Annual International Mathematical Olympiad

    Bela Bajnok, Evan Chen · 2024

  62. Turns Out I'm Not Real: Towards Robust Detection of AI-Generated Videos

    Qingyuan Liu, Pengyuan Shi, Yun-Yun Tsai, Chengzhi Mao, Junfeng Yang · 2024

  63. DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks

    Mohamed Elrefaie, Florin Morar, Angela Dai, Faez Ahmed · 2024

  64. SquirrelFS: using the Rust compiler to check file-system crash consistency

    Hayley LeBlanc, Nathan Taylor, James Bornholt, Vijay Chidambaram · 2024

  65. Indefinitely Flat Circular Velocities and the Baryonic Tully-Fisher Relation from Weak Lensing

    Tobias Mistele, Stacy McGaugh, Federico Lelli, James Schombert, Pengfei Li · 2024

  66. Physical networks become what they learn

    Menachem Stern, Marcelo Guzman, Felipe Martins, Andrea J Liu, Vijay Balasubramanian · 2024

  67. Differentiable Programming for Differential Equations: A Review

    Facundo Sapienza, Jordi Bolibar, Frank Schäfer, Brian Groenke, Avik Pal, Victor Boussange, Patrick Heimbach, Giles Hooker, Fernando Pérez, Per-Olof Persson, Christopher Rackauckas · 2024

  68. Unified Gaussian Primitives for Scene Representation and Rendering

    Yang Zhou, Songyin Wu, Lingqi Yan · 2024

  69. A Comprehensive Study on Large Language Models for Mutation Testing

    Bo Wang, Mingda Chen, Ming Deng, Youfang Lin, Mark Harman, Mike Papadakis, Jie M. Zhang · 2024

  70. Experiments in News Bias Detection with Pre-Trained Neural Transformers

    Tim Menzner, Jochen L. Leidner · 2024

  71. DLHT: A Non-blocking Resizable Hashtable with Fast Deletes and Memory-awareness

    Antonios Katsarakis, Vasilis Gavrielatos, Nikos Ntarmos · 2024

  72. SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages

    Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V. Miranda, Jennifer Santoso, Elyanah Aco, Akhdan Fadhilah, Jonibek Mansurov, Joseph Marvin Imperial, Onno P. Kampman, Joel Ruben Antony Moniz, Muhammad Ravi Shulthan Habibi, Frederikus Hudi, Railey Montalan, Ryan Ignatius, Joanito Agili Lopo, William Nixon, Börje F. Karlsson, James Jaya, Ryandito Diandaru, Yuze Gao, Patrick Amadeus, Bin Wang, Jan Christian Blaise Cruz, Chenxi Whitehouse, Ivan Halim Parmonangan, Maria Khelli, Wenyu Zhang, Lucky Susanto, Reynard Adha Ryanda, Sonny Lazuardi Hermawan, Dan John Velasco, Muhammad Dehan Al Kautsar, Willy Fitra Hendria, Yasmin Moslem, Noah Flynn, Muhammad Farid Adilazuarda, Haochen Li, Johanes Lee, R. Damanhuri, Shuo Sun, Muhammad Reza Qorib, Amirbek Djanibekov, Wei Qi Leong, Quyet V. Do, Niklas Muennighoff, Tanrada Pansuwan, Ilham Firdausi Putra, Yan Xu, Ngee Chia Tai, Ayu Purwarianti, Sebastian Ruder, William Tjhi, Peerat Limkonchotiwat, Alham Fikri Aji, Sedrick Keh, Genta Indra Winata, Ruochen Zhang, Fajri Koto, Zheng-Xin Yong, Samuel Cahyawijaya · 2024

  73. Sycophancy to Subterfuge: Investigating Reward-Tampering in Large Language Models

    Carson Denison, Monte MacDiarmid, Fazl Barez, David Duvenaud, Shauna Kravec, Samuel Marks, Nicholas Schiefer, Ryan Soklaski, Alex Tamkin, Jared Kaplan, Buck Shlegeris, Samuel R. Bowman, Ethan Perez, Evan Hubinger · 2024

  74. TRIP-PAL: Travel Planning with Guarantees by Combining Large Language Models and Automated Planners

    Tomas de la Rosa, Sriram Gopalakrishnan, Alberto Pozanco, Zhen Zeng, Daniel Borrajo · 2024

  75. Indicators of the human origin of numbers

    Vitaliy Grigoriev · 2024

  76. We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs

    Joseph Spracklen, Raveen Wijewickrama, A H M Nazmus Sakib, Anindya Maiti, Bimal Viswanath, Murtuza Jadliwala · 2024

  77. What is the best model? Application-driven Evaluation for Large Language Models

    Shiguo Lian, Kaikai Zhao, Xinhui Liu, Xuejiao Lei, Bikun Yang, Wenjing Zhang, Kai Wang, Zhaoxiang Liu · 2024

  78. A Model for Economic Freedom on Mars

    Jacob Haqq-Misra · 2024

  79. CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training

    David Brandfonbrener, Hanlin Zhang, Andreas Kirsch, Jonathan Richard Schwarz, Sham Kakade · 2024

  80. STAR: Scale-wise Text-conditioned AutoRegressive image generation

    Xiaoxiao Ma, Mohan Zhou, Tao Liang, Yalong Bai, Tiejun Zhao, Biye Li, Huaian Chen, Yi Jin · 2024

  81. Leading Whitespaces of Language Models' Subword Vocabulary Pose a Confound for Calculating Word Probabilities

    Byung-Doh Oh, William Schuler · 2024

  82. Joint Audio and Symbolic Conditioning for Temporally Controlled Text-to-Music Generation

    Or Tal, Alon Ziv, Itai Gat, Felix Kreuk, Yossi Adi · 2024

  83. Connecting the Dots: Evaluating Abstract Reasoning Capabilities of LLMs Using the New York Times Connections Word Game

    Prisha Samadarshi, Mariam Mustafa, Anushka Kulkarni, Raven Rothkopf, Tuhin Chakrabarty, Smaranda Muresan · 2024

  84. garak: A Framework for Security Probing Large Language Models

    Leon Derczynski, Erick Galinkin, Jeffrey Martin, Subho Majumdar, Nanna Inie · 2024

  85. AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning

    Shirley Wu, Shiyu Zhao, Qian Huang, Kexin Huang, Michihiro Yasunaga, Kaidi Cao, Vassilis N. Ioannidis, Karthik Subbian, Jure Leskovec, James Zou · 2024

  86. QTIP: Quantization with Trellises and Incoherence Processing

    Albert Tseng, Qingyao Sun, David Hou, Christopher De Sa · 2024

  87. Unifying Multimodal Retrieval via Document Screenshot Embedding

    Xueguang Ma, Sheng-Chieh Lin, Minghan Li, Wenhu Chen, Jimmy Lin · 2024

  88. MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens

    Anas Awadalla, Le Xue, Oscar Lo, Manli Shu, Hannah Lee, Etash Kumar Guha, Matt Jordan, Sheng Shen, Mohamed Awadalla, Silvio Savarese, Caiming Xiong, Ran Xu, Yejin Choi, Ludwig Schmidt · 2024

  89. Where there's a will there's a way: ChatGPT is used more for science in countries where it is prohibited

    Honglin Bao, Mengyi Sun, Misha Teplitskiy · 2024

  90. PyGWalker: On-the-fly Assistant for Exploratory Visual Data Analysis

    Yue Yu, Leixian Shen, Fei Long, Huamin Qu, Hao Chen · 2024

  91. The Black Hole Explorer: Using the Photon Ring to Visualize Spacetime Around the Black Hole

    Peter Galison, Michael D. Johnson, Alexandru Lupsasca, Trevor Gravely, Roman Berens · 2024

  92. Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs

    Krista Opsahl-Ong, Michael J Ryan, Josh Purtell, David Broman, Christopher Potts, Matei Zaharia, Omar Khattab · 2024

  93. Refusal in Language Models Is Mediated by a Single Direction

    Andy Arditi, Oscar Obeso, Aaquib Syed, Daniel Paleka, Nina Panickssery, Wes Gurnee, Neel Nanda · 2024

  94. Probability Estimates of a 21st Century AMOC Collapse

    Emma J. V. Smolders, René M. van Westen, Henk A. Dijkstra · 2024

  95. Transcendence: Generative Models Can Outperform The Experts That Train Them

    Edwin Zhang, Vincent Zhu, Naomi Saphra, Anat Kleiman, Benjamin L. Edelman, Milind Tambe, Sham M. Kakade, Eran Malach · 2024

  96. Compact Proofs of Model Performance via Mechanistic Interpretability

    Jason Gross, Rajashree Agrawal, Thomas Kwa, Euan Ong, Chun Hei Yip, Alex Gibson, Soufiane Noubir, Lawrence Chan · 2024

  97. DataComp-LM: In search of the next generation of training sets for language models

    Jeffrey Li, Alex Fang, Georgios Smyrnis, Maor Ivgi, Matt Jordan, Samir Gadre, Hritik Bansal, Etash Guha, Sedrick Keh, Kushal Arora, Saurabh Garg, Rui Xin, Niklas Muennighoff, Reinhard Heckel, Jean Mercat, Mayee Chen, Suchin Gururangan, Mitchell Wortsman, Alon Albalak, Yonatan Bitton, Marianna Nezhurina, Amro Abbas, Cheng-Yu Hsieh, Dhruba Ghosh, Josh Gardner, Maciej Kilian, Hanlin Zhang, Rulin Shao, Sarah Pratt, Sunny Sanyal, Gabriel Ilharco, Giannis Daras, Kalyani Marathe, Aaron Gokaslan, Jieyu Zhang, Khyathi Chandu, Thao Nguyen, Igor Vasiljevic, Sham Kakade, Shuran Song, Sujay Sanghavi, Fartash Faghri, Sewoong Oh, Luke Zettlemoyer, Kyle Lo, Alaaeldin El-Nouby, Hadi Pouransari, Alexander Toshev, Stephanie Wang, Dirk Groeneveld, Luca Soldaini, Pang Wei Koh, Jenia Jitsev, Thomas Kollar, Alexandros G. Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, Vaishaal Shankar · 2024

  98. Infinigen Indoors: Photorealistic Indoor Scenes using Procedural Generation

    Alexander Raistrick, Lingjie Mei, Karhan Kayan, David Yan, Yiming Zuo, Beining Han, Hongyu Wen, Meenal Parakh, Stamatis Alexandropoulos, Lahav Lipson, Zeyu Ma, Jia Deng · 2024

  99. Autoregressive Image Generation without Vector Quantization

    Tianhong Li, Yonglong Tian, He Li, Mingyang Deng, Kaiming He · 2024

  100. A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

    Yuqi Nie, Yaxuan Kong, Xiaowen Dong, John M. Mulvey, H. Vincent Poor, Qingsong Wen, Stefan Zohren · 2024