ICLR

6,124 papers tracked across 2 years

Top Papers in ICLR 2024

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#1

Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Xin Li, Jing Yu Koh, Alexander Ku et al.

ICLR 2024
1,366
citations
#2

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Akari Asai, Zeqiu Wu, Yizhong Wang et al.

ICLR 2024
1,356
citations
#3

MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Pan Lu, Hritik Bansal, Tony Xia et al.

ICLR 2024
1,171
citations
#4

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Yujia Qin, Shihao Liang, Yining Ye et al.

ICLR 2024
1,128
citations
#5

Grounding Multimodal Large Language Models to the World

Zhiliang Peng, Wenhui Wang, Li Dong et al.

ICLR 2024
1,032
citations
#6

A Generalist Agent

Jackie Kay, Sergio Gómez Colmenarejo, Mahyar Bordbar et al.

ICLR 2024
978
citations
#7

MVDream: Multi-view Diffusion for 3D Generation

Yichun Shi, Peng Wang, Jianglong Ye et al.

ICLR 2024
871
citations
#8

MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Longhui Yu, Weisen JIANG, Han Shi et al.

ICLR 2024
554
citations
#9

Language Model Beats Diffusion - Tokenizer is key to visual generation

Lijun Yu, José Lezama, Nitesh Bharadwaj Gundavarapu et al.

ICLR 2024
525
citations
#10

Patches Are All You Need?

Asher Trockman, J Kolter

ICLR 2024
487
citations
#11

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Weize Chen, Yusheng Su, Jingwei Zuo et al.

ICLR 2024
476
citations
#12

Eureka: Human-Level Reward Design via Coding Large Language Models

Yecheng Jason Ma, William Liang, Guanzhi Wang et al.

ICLR 2024
471
citations
#13

SALMONN: Towards Generic Hearing Abilities for Large Language Models

Changli Tang, Wenyi Yu, Guangzhi Sun et al.

ICLR 2024
447
citations
#14

Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting

Zeyu Yang, Hongye Yang, Zijie Pan et al.

ICLR 2024
440
citations
#15

Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation

Yangsibo Huang, Samyak Gupta, Mengzhou Xia et al.

ICLR 2024
412
citations
#16

YaRN: Efficient Context Window Extension of Large Language Models

Bowen Peng, Jeffrey Quesnelle, Honglu Fan et al.

ICLR 2024
410
citations
#17

InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation

Yi Wang, Yinan He, Yizhuo Li et al.

ICLR 2024
408
citations
#18

Universal Guidance for Diffusion Models

Arpit Bansal, Hong-Min Chu, Avi Schwarzschild et al.

ICLR 2024
380
citations
#19

Prometheus: Inducing Fine-Grained Evaluation Capability in Language Models

Seungone Kim, Jamin Shin, yejin cho et al.

ICLR 2024
378
citations
#20

Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs

Suyu Ge, Yunan Zhang, Liyuan Liu et al.

ICLR 2024
372
citations