HighSignal

See where research attention is moving across 511,313 records from arXiv, OpenReview, bioRxiv, and medRxiv. The reviewer signals include 106,595 peer reviews.

🌙 What reviewers loved that the world hasn't noticed yet

Recent submissions with strong reviewer scores. Citation counts are hidden for OpenReview-only records until we have verified cross-source matching.

10.00Released Sep 24, 2024ICLR-2025oral
Scaling In-the-Wild Training for Diffusion-based Illumination Harmonization and Editing by Imposing Consistent Light Transport
9.50Released Sep 25, 2024ICLR-2025oral
Safety Alignment Should be Made More Than Just a Few Tokens Deep
9.20Released Sep 19, 2024ICLR-2025oral
Simplifying, Stabilizing and Scaling Continuous-time Consistency Models
9.00Released Sep 13, 2024ICLR-2025oral
SAM 2: Segment Anything in Images and Videos
9.00Released Sep 27, 2024ICLR-2025oral
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models
9.00Released Sep 15, 2024ICLR-2025oral
Artificial Kuramoto Oscillatory Neurons
9.00Released Sep 26, 2024ICLR-2025oral
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
9.00Released Sep 25, 2024ICLR-2025oral
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning

🔥 Hot right now

Unified ranking: cites/yr × peer-review rating × PageRank.

14.66The Llama 3 Herd of ModelsReleased Jan 1, 20248,241/yr
24.64GPT-4 Technical ReportReleased Mar 15, 20237,657/yr
34.53LLaMA: Open and Efficient Foundation Language ModelsReleased Feb 27, 20236,043/yr
44.50Llama 2: Open Foundation and Fine-Tuned Chat ModelsReleased Jul 18, 20235,841/yr
54.35Segment AnythingReleased Apr 5, 20234,344/yr
64.26DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement LearningReleased Jan 1, 20253,713/yr
74.17Visual Instruction TuningReleased Apr 17, 20233,062/yr
84.16Judging LLM-as-a-Judge with MT-Bench and Chatbot ArenaReleased Jun 9, 20233,006/yr
94.15Mamba: Linear-Time Sequence Modeling with Selective State SpacesReleased Dec 1, 20232,954/yr
104.14Direct Preference Optimization: Your Language Model is Secretly a Reward ModelReleased May 29, 20232,928/yr

Top research areas by reviewer enthusiasm

Mean reviewer rating across papers tagged with each topic. Min 10 papers.

regret learning
6.7410 papers
optimal sample complexity
6.4513 papers
independent interest
6.3012 papers
error rate
6.2913 papers
convex functions
6.2812 papers
task arithmetic
6.2713 papers
star
6.2613 papers
fundamental limitation
6.2412 papers
practical usage
6.2410 papers
reconstruction model
6.2312 papers
t$ rounds
6.2312 papers
order algorithm
6.2211 papers