---
title: "NeurIPS 2023 — all accepted papers, page 3 — the most cited first"
description: "All 3,540 papers of NeurIPS 2023 · page 3 of 36, the most cited first; those with our summary link to it."
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# NeurIPS 2023: all accepted papers

3,540 papers · page 3 of 36 · the most cited first · [← NeurIPS 2023](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2023/)

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201. **[Scaling Data-Constrained Language Models ↗](https://doi.org/10.52202/075280-2191)**Niklas Muennighoff, Alexander M. Rush, Boaz Barak et al.*38 citations*
202. **[Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models ↗](https://doi.org/10.52202/075280-0751)**Alvin J. R. Heng, Harold Soh*38 citations*
203. **[Time Series as Images: Vision Transformer for Irregularly Sampled Time Series ↗](https://doi.org/10.52202/075280-2139)**Shiyang Li, Shiyang Li, Xifeng Yan*38 citations*
204. **[Waymax: An Accelerated, Data-Driven Simulator for Large-Scale Autonomous Driving Research ↗](https://doi.org/10.52202/075280-0339)**Cole Gulino, Justin Fu, Wenjie Luo et al.*38 citations*
205. **[A Unified Framework for U-Net Design and Analysis ↗](https://doi.org/10.52202/075280-1206)**Christopher Williams, Fabian Falck, George Deligiannidis et al.*37 citations*
206. **[IEBins: Iterative Elastic Bins for Monocular Depth Estimation ↗](https://doi.org/10.52202/075280-2307)**Shuwei Shao, Zhengguo Li, Xingming Wu et al.*37 citations*
207. **[MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion ↗](https://doi.org/10.52202/075280-2229)**Shitao Tang, Fuyang Zhang, Jiacheng Chen et al.*37 citations*
208. **[OpenMask3D: Open-Vocabulary 3D Instance Segmentation ↗](https://doi.org/10.52202/075280-2989)**Ayça Takmaz, Elisabetta Fedele, Robert W. Sumner et al.*37 citations*
209. **[Patch n’ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution ↗](https://doi.org/10.52202/075280-0106)**Mostafa Dehghani, Basil Mustafa, Josip Djolonga et al.*37 citations*
210. **[Unsupervised Semantic Correspondence Using Stable Diffusion ↗](https://doi.org/10.52202/075280-0363)**Eric Hedlin, Gopal Sharma, Shweta Mahajan et al.*37 citations*
211. **[Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models ↗](https://doi.org/10.52202/075280-3000)**Naoki Egami, Musashi Hinck, Brandon Stewart et al.*37 citations*
212. **[Hierarchically Gated Recurrent Neural Network for Sequence Modeling ↗](https://doi.org/10.52202/075280-1442)**Zhen Qin, Songlin Yang, Yiran Zhong*36 citations*
213. **[ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design ↗](https://doi.org/10.52202/075280-2810)**Pascal Notin, Aaron W. Kollasch, Daniel Ritter et al.*36 citations*
214. **[SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality ↗](https://doi.org/10.52202/075280-1355)**Cheng-Yu Hsieh, Jieyu Zhang, Zixian Ma et al.*36 citations*
215. **[The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation ↗](https://doi.org/10.52202/075280-1713)**Saurabh Saxena, Charles Herrmann, Junhwa Hur et al.*36 citations*
216. **[Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence? ↗](https://doi.org/10.52202/075280-0031)**Arjun Majumdar, Karmesh Yadav, Sergio Arnaud et al.*36 citations*
217. **[EvoPrompting: Language Models for Code-Level Neural Architecture Search ↗](https://doi.org/10.52202/075280-0342)**Angelica Chen, David Dohan, David So*35 citations*
218. **[GEO-Bench: Toward Foundation Models for Earth Monitoring ↗](https://doi.org/10.52202/075280-2223)**Alexandre Lacoste, Nils Lehmann, Pau Rodríguez et al.*35 citations*
219. **[Grammar Prompting for Domain-Specific Language Generation with Large Language Models ↗](https://doi.org/10.52202/075280-2837)**Bailin Wang, Zi Wang, Xuezhi Wang et al.*35 citations*
220. **[Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection ↗](https://doi.org/10.52202/075280-0370)**Ruiying Lu, Yujie Wu, Long Tian et al.*35 citations*
221. **[Real3D-AD: A Dataset of Point Cloud Anomaly Detection ↗](https://doi.org/10.52202/075280-1324)**Jiaqi Liu, Guoyang Xie, Ruitao Chen et al.*35 citations*
222. **[Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time ↗](https://doi.org/10.52202/075280-2279)**Zichang Liu, Aditya Desai, Fangshuo Liao et al.*35 citations*
223. **[StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners ↗](https://doi.org/10.52202/075280-2098)**Yonglong Tian, Lijie Fan, Phillip Isola et al.*34 citations*
224. **[Text-to-Image Diffusion Models are Zero Shot Classifiers ↗](https://doi.org/10.52202/075280-2571)**Kevin Clark, Priyank Jaini*34 citations*
225. **[White-Box Transformers via Sparse Rate Reduction ↗](https://doi.org/10.52202/075280-0413)**Yaodong Yu, Sam Buchanan, Druv Pai et al.*34 citations*
226. **[A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective ↗](https://doi.org/10.52202/075280-1943)**Chenhang Cui, Yazhou Ren, Jiawei Li et al.*33 citations*
227. **[Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning ↗](https://doi.org/10.52202/075280-2719)**Mitsuhiko Nakamoto, Simon Zhai, Anikait Singh et al.*33 citations*
228. **[Perception Test: A Diagnostic Benchmark for Multimodal Video Models ↗](https://doi.org/10.52202/075280-1852)**Viorica Pătrăucean, Lucas Smaira, Ankush Gupta et al.*33 citations*
229. **[SceneScape: Text-Driven Consistent Scene Generation ↗](https://doi.org/10.52202/075280-1734)**Rafail Fridman, Amit Abecasis, Yoni Kasten et al.*33 citations*
230. **[Segment Any Point Cloud Sequences by Distilling Vision Foundation Models ↗](https://doi.org/10.52202/075280-1617)**Youquan Liu, Lingdong Kong, Jun Cen et al.*33 citations*
231. **[Towards Unbounded Machine Unlearning ↗](https://doi.org/10.52202/075280-0095)**Meghdad Kurmanji, Peter Triantafillou, Jamie Hayes et al.*33 citations*
232. **[What Makes Good Examples for Visual In-Context Learning? ↗](https://doi.org/10.52202/075280-0780)**Yuanhan Zhang, Kaiyang Zhou, Ziwei Liu*33 citations*
233. **[A3FL: Adversarially Adaptive Backdoor Attacks to Federated Learning ↗](https://doi.org/10.52202/075280-2675)**Hangfan Zhang, Jinyuan Jia, Jinghui Chen et al.*32 citations*
234. **[Boosting Adversarial Transferability by Achieving Flat Local Maxima ↗](https://doi.org/10.52202/075280-3073)**Zhijin Ge, Hongying Liu, Wang Xiaosen et al.*32 citations*
235. **[DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models ↗](https://doi.org/10.52202/075280-0698)**Ximing Xing, Chuang Wang, Haitao Zhou et al.*32 citations*
236. **[Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models ↗](https://doi.org/10.52202/075280-0774)**Peter Hase, Mohit Bansal, Been Kim et al.*32 citations*
237. **[GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection ↗](https://doi.org/10.52202/075280-1289)**Jianheng Tang, Fengrui Hua, Ziqi Gao et al.*32 citations*
238. **[GraphAdapter: Tuning Vision-Language Models With Dual Knowledge Graph ↗](https://doi.org/10.52202/075280-0591)**Xin Li, Dongze Lian, Xin Li et al.*32 citations*
239. **[Holistic Evaluation of Text-to-Image Models ↗](https://doi.org/10.52202/075280-3067)**Tony Lee, Michihiro Yasunaga, Chenlin Meng et al.*32 citations*
240. **[Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting ↗](https://doi.org/10.52202/075280-1232)**Marcel Kollovieh, Abdul Fatir Ansari, Michael Bohlke‐Schneider et al.*32 citations*
241. **[SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning ↗](https://doi.org/10.52202/075280-1634)**Benjamin Ellis, Jonathan Cook, Skander Moalla et al.*32 citations*
242. **[ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings](https://md.research.elamur.ai/free/en/papers/hao-2023-toolkengpt-augmenting-frozen-language-models/)**Shibo Hao, Tianyang Liu, Zhen Wang et al.*32 citations · our summary*
243. **[Understanding and Mitigating Copying in Diffusion Models ↗](https://doi.org/10.52202/075280-2071)**Gowthami Somepalli, Vasu Singla, Micah Goldblum et al.*32 citations*
244. **[Weakly Supervised 3D Open-vocabulary Segmentation ↗](https://doi.org/10.52202/075280-2325)**Kunhao Liu, Fangneng Zhan, Jiahui Zhang et al.*32 citations*
245. **[Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors ↗](https://doi.org/10.52202/075280-2079)**Thomas Hartvigsen, Swami Sankaranarayanan, Hamid Palangi et al.*31 citations*
246. **[Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity ↗](https://doi.org/10.52202/075280-1079)**Zijiao Chen, Jiaxin Qing, Juan Helen Zhou*31 citations*
247. **[Deductive Verification of Chain-of-Thought Reasoning](https://md.research.elamur.ai/free/en/papers/ling-2023-deductive-verification-chain-thought-reasoning/)**Zhan Ling, Yunhao Fang, Xuanlin Li et al.*31 citations · our summary*
248. **[DreamHuman: Animatable 3D Avatars from Text ↗](https://doi.org/10.52202/075280-0462)**Nikos Kolotouros, Thiemo Alldieck, Andrei Zanfir et al.*31 citations*
249. **[Guiding Large Language Models via Directional Stimulus Prompting ↗](https://doi.org/10.52202/075280-2735)**Zekun Li, Baolin Peng, Pengcheng He et al.*31 citations*
250. **[H2RBox-v2: Incorporating Symmetry for Boosting Horizontal Box Supervised Oriented Object Detection ↗](https://doi.org/10.52202/075280-2581)**Yi Yu, Xue Yang, Qingyun Li et al.*31 citations*
251. **[Improving multimodal datasets with image captioning ↗](https://doi.org/10.52202/075280-0967)**Thao Nguyen, Samir Yitzhak Gadre, Gabriel Ilharco et al.*31 citations*
252. **[LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching ↗](https://doi.org/10.52202/075280-1212)**Duy M. H. Nguyen, Hoang Nguyen, Nghiem T. Diep et al.*31 citations*
253. **[Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning ↗](https://doi.org/10.52202/075280-0687)**Xinyi Wang, Wanrong Zhu, Michael Saxon et al.*31 citations*
254. **[Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory ↗](https://doi.org/10.52202/075280-1899)**Xiuying Chen, Di Luo, Xiuying Chen et al.*31 citations*
255. **[OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling ↗](https://doi.org/10.52202/075280-3066)**Yifan Zhang, Qingsong Wen, Xue Wang et al.*31 citations*
256. **[PTQD: Accurate Post-Training Quantization for Diffusion Models ↗](https://doi.org/10.52202/075280-0580)**Yefei He, Luping Liu, Jing Liu et al.*31 citations*
257. **[Safety Gymnasium: A Unified Safe Reinforcement Learning Benchmark ↗](https://doi.org/10.52202/075280-0831)**Jiaming Ji, Borong Zhang, Jiayi Zhou et al.*31 citations*
258. **[YouTube-ASL: A Large-Scale, Open-Domain American Sign Language-English Parallel Corpus ↗](https://doi.org/10.52202/075280-1264)**Dave Uthus, Garrett Tanzer, Manfred Georg*31 citations*
259. **[Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation ↗](https://doi.org/10.52202/075280-3359)**Khoi Nguyen, Truong Vu, Anh Tran et al.*30 citations*
260. **[Distributed Inference and Fine-tuning of Large Language Models Over The Internet ↗](https://doi.org/10.52202/075280-0540)**Alexander Borzunov, Max Ryabinin, Artem Chumachenko et al.*30 citations*
261. **[EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought ↗](https://doi.org/10.52202/075280-1090)**Yao Mu, Qinglong Zhang, Mengkang Hu et al.*30 citations*
262. **[Incomplete Multimodality-Diffused Emotion Recognition ↗](https://doi.org/10.52202/075280-0748)**Yuanzhi Wang, Yong Li, Zhen Cui*30 citations*
263. **[Learning to Compress Prompts with Gist Tokens](https://md.research.elamur.ai/free/en/papers/mu-2023-learning-compress-prompts-gist-tokens/)**Jesse Mu, Xiang (Lorraine) Li, Noah D. Goodman*30 citations · our summary*
264. **[Universal Prompt Tuning for Graph Neural Networks ↗](https://doi.org/10.52202/075280-2285)**Taoran Fang, Yunchao Zhang, Yang Yang et al.*30 citations*
265. **[Class-Conditional Conformal Prediction with Many Classes ↗](https://doi.org/10.52202/075280-2817)**Tiffany Ding, Anastasios N. Angelopoulos, Stephen Bates et al.*29 citations*
266. **[Emergent and Predictable Memorization in Large Language Models ↗](https://doi.org/10.52202/075280-1219)**Stella Biderman, USVSN Sai Prashanth, Lintang Sutawika et al.*29 citations*
267. **[Evaluating the Moral Beliefs Encoded in LLMs ↗](https://doi.org/10.52202/075280-2256)**Nino Scherrer, Claudia Shi, Amir Feder et al.*29 citations*
268. **[FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks ↗](https://doi.org/10.52202/075280-3491)**Yuhang Yao, Weizhao Jin, Srivatsan Ravi et al.*29 citations*
269. **[GAUCHE: A Library for Gaussian Processes in Chemistry ↗](https://doi.org/10.52202/075280-3362)**Ryan-Rhys Griffiths, Leo Klarner, Henry Moss et al.*29 citations*
270. **[Online Map Vectorization for Autonomous Driving: A Rasterization Perspective ↗](https://doi.org/10.52202/075280-1382)**Gongjie Zhang, Jiahao Lin, Shuang Wu et al.*29 citations*
271. **[PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation ↗](https://doi.org/10.52202/075280-0957)**Jialu Li, Mohit Bansal*29 citations*
272. **[Towards Self-Interpretable Graph-Level Anomaly Detection ↗](https://doi.org/10.52202/075280-0394)**Yixin Liu, Kaize Ding, Qinghua Lu et al.*29 citations*
273. **[Uncertainty Quantification over Graph with Conformalized Graph Neural Networks ↗](https://doi.org/10.52202/075280-1160)**Kexin Huang, Ying Jin, Emmanuel J. Candès et al.*29 citations*
274. **[Benchmarking Foundation Models with Language-Model-as-an-Examiner ↗](https://doi.org/10.52202/075280-3414)**Yushi Bai, Jiahao Ying, Yixin Cao et al.*28 citations*
275. **[DiffComplete: Diffusion-based Generative 3D Shape Completion ↗](https://doi.org/10.52202/075280-3318)**Ruihang Chu, Enze Xie, Shentong Mo et al.*28 citations*
276. **[Factorized Contrastive Learning: Going Beyond Multi-view Redundancy ↗](https://doi.org/10.52202/075280-1430)**Paul Pu Liang, Zihao Deng, Martin Q. Ma et al.*28 citations*
277. **[LEACE: Perfect linear concept erasure in closed form ↗](https://doi.org/10.52202/075280-2884)**Nora Belrose, David Schneider-Joseph, Shauli Ravfogel et al.*28 citations*
278. **[Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment ↗](https://doi.org/10.52202/075280-0157)**Royi Rassin, Eran Hirsch, Daniel Glickman et al.*28 citations*
279. **[ScenarioNet: Open-Source Platform for Large-Scale Traffic Scenario Simulation and Modeling ↗](https://doi.org/10.52202/075280-0172)**quanyi li, Lan Feng, Lan Feng et al.*28 citations*
280. **[Stable Bias: Evaluating Societal Representations in Diffusion Models ↗](https://doi.org/10.52202/075280-2458)**Alexandra Sasha Luccioni, Christopher Akiki, Margaret Mitchell et al.*28 citations*
281. **[The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification ↗](https://doi.org/10.52202/075280-2953)**Kexue Fu, Xiaoyuan Luo, Kexue Fu et al.*28 citations*
282. **[Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry ↗](https://doi.org/10.52202/075280-1048)**Yong-Hyun Park, Mingi Kwon, Jaewoong Choi et al.*28 citations*
283. **[AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation ↗](https://doi.org/10.52202/075280-1737)**Tong Wu, Zhihao Fan, Xiao Liu et al.*27 citations*
284. **[EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models ↗](https://doi.org/10.52202/075280-2933)**Michael Wornow, Rahul Thapa, Ethan Steinberg et al.*27 citations*
285. **[Evaluating Cognitive Maps and Planning in Large Language Models with CogEval ↗](https://doi.org/10.52202/075280-3056)**Ida Momennejad, Hosein Hasanbeig, Felipe Vieira Frujeri et al.*27 citations*
286. **[Latent Diffusion for Language Generation ↗](https://doi.org/10.52202/075280-2492)**Justin Lovelace, Varsha Kishore, Chao Wan et al.*27 citations*
287. **[LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning ↗](https://doi.org/10.52202/075280-3335)**Atsuyuki Miyai, Qing Yu, Go Irie et al.*27 citations*
288. **[Neural Data Transformer 2: Multi-context Pretraining for Neural Spiking Activity ↗](https://doi.org/10.52202/075280-3523)**Joel Ye, Jennifer L. Collinger, Leila Wehbe et al.*27 citations*
289. **[On the Properties of Kullback-Leibler Divergence Between Multivariate Gaussian Distributions ↗](https://doi.org/10.52202/075280-2535)**Yufeng Zhang, Jialu Pan, Wanwei Liu et al.*27 citations*
290. **[Quilt-1M: One Million Image-Text Pairs for Histopathology ↗](https://doi.org/10.52202/075280-1654)**Wisdom O. Ikezogwo, Mehmet Saygın Seyfioğlu, Fatemeh Ghezloo et al.*27 citations*
291. **[SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation ↗](https://doi.org/10.52202/075280-1149)**Zhuoyan Luo, Yicheng Xiao, Yong Liu et al.*27 citations*
292. **[Scalable Transformer for PDE Surrogate Modeling ↗](https://doi.org/10.52202/075280-1216)**Zijie Li, Dule Shu, Amir Barati Farimani*27 citations*
293. **[Self-Supervised Learning of Representations for Space Generates Multi-Modular Grid Cells ↗](https://doi.org/10.52202/075280-1004)**Rylan Schaeffer, Mikail Khona, Tzuhsuan Ma et al.*27 citations*
294. **[ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition ↗](https://doi.org/10.52202/075280-3360)**Aashaka Desai, Lauren Berger, Fyodor O. Minakov et al.*26 citations*
295. **[Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow ↗](https://doi.org/10.52202/075280-1236)**Sizhe Wei, Yuxi Wei, Yue Hu et al.*26 citations*
296. **[Content-based Unrestricted Adversarial Attack ↗](https://doi.org/10.52202/075280-2253)**Zhaoyu Chen, Bo Li, Shuang Wu et al.*26 citations*
297. **[Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series ↗](https://doi.org/10.52202/075280-2431)**Yihe Wang, Yu Han, Haishuai Wang et al.*26 citations*
298. **[DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation ↗](https://doi.org/10.52202/075280-2973)**Shentong Mo, Enze Xie, Ruihang Chu et al.*26 citations*
299. **[Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision ↗](https://doi.org/10.52202/075280-0542)**Ayush Tewari, Tianwei Yin, George Cazenavette et al.*26 citations*
300. **[Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks ↗](https://doi.org/10.52202/075280-2109)**Minki Kang, Seanie Lee, Jinheon Baek et al.*26 citations*

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