Recent Research Signals

Found 148 results

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Paper	Possible Impact	Features	Possible Business Area
AnchorGK: Anchor-based Incremental and Stratified Graph Learning Framework for Inductive Spatio-Temporal Kriging Machine Learning (CS)	Fills in missing sensor data using smart maps.	Code 2 Countries	Geospatial (77%)	Score: 3 5 days ago
When Bayesian Tensor Completion Meets Multioutput Gaussian Processes: Functional Universality and Rank Learning Machine Learning (CS)	Finds hidden patterns in complex data automatically.	Code 4 Countries	A/B Testing (75%)	Score: 3 5 days ago
BOAD: Discovering Hierarchical Software Engineering Agents via Bandit Optimization Machine Learning (CS)	Helps computers fix complex code problems better.	Massachusetts Institute of Technology Code	Machine Learning (79%)	Score: 3 1 day ago
Training AI Co-Scientists Using Rubric Rewards Machine Learning (CS)	AI learns to make better science plans.	Meta Code Data	Artificial Intelligence (80%)	Score: 3 1 day ago
End-to-End Test-Time Training for Long Context Machine Learning (CS)	Lets computers remember long stories by learning as they read.	Stanford University University of California, Berkeley Code	Natural Language Processing (76%)	Score: 3 1 day ago
Debugging Tabular Log as Dynamic Graphs Machine Learning (CS)	Finds computer mistakes using smart graphs.	Amazon Code Data	Natural Language Processing (77%)	Score: 3 2 days ago
dUltra: Ultra-Fast Diffusion Language Models via Reinforcement Learning Machine Learning (CS)	Makes AI write much faster by guessing words.	University of California, Berkeley University of Washington	Natural Language Processing (74%)	Score: 3 5 days ago
Rethinking Fine-Tuning: Unlocking Hidden Capabilities in Vision-Language Models Machine Learning (CS)	Lets computers learn new things without changing their brains.	Code	Natural Language Processing (75%)	Score: 2 2 days ago
Stochastic Siamese MAE Pretraining for Longitudinal Medical Images Machine Learning (CS)	Helps doctors predict disease changes over time.	Code	Image Recognition (75%)	Score: 2 1 day ago
Model Merging via Multi-Teacher Knowledge Distillation Machine Learning (CS)	Combines AI models to learn many tasks better.	Code	Machine Learning (77%)	Score: 2 6 days ago
Explainable Multimodal Regression via Information Decomposition Machine Learning (CS)	Shows how different data parts help predict outcomes.	2 Countries	Predictive Analytics (76%)	Score: 2 4 days ago
A unified framework for detecting point and collective anomalies in operating system logs via collaborative transformers Machine Learning (CS)	Finds computer problems by reading different log types.	Code	Data Integration (77%)	Score: 2 1 day ago
LibContinual: A Comprehensive Library towards Realistic Continual Learning Machine Learning (CS)	Makes AI remember old lessons while learning new ones.	Code 3 Countries	Machine Learning (78%)	Score: 2 4 days ago
Videos are Sample-Efficient Supervisions: Behavior Cloning from Videos via Latent Representations Machine Learning (CS)	Teaches robots to learn from videos with few tries.	Code	Image Recognition (78%)	Score: 2 5 days ago
Multimodal Functional Maximum Correlation for Emotion Recognition Machine Learning (CS)	Helps computers understand feelings from body signals.	Code	Motion Capture (75%)	Score: 2 2 days ago
Exploring the Heterogeneity of Tabular Data: A Diversity-aware Data Generator via LLMs Machine Learning (CS)	Makes fake data that teaches computers better.	Code	Big Data (76%)	Score: 2 4 days ago
STLDM: Spatio-Temporal Latent Diffusion Model for Precipitation Nowcasting Machine Learning (CS)	Predicts rain more accurately and faster.	Code	Predictive Analytics (77%)	Score: 2 6 days ago
A Reinforcement Learning Approach to Synthetic Data Generation Machine Learning (CS)	Creates private health data for research.	Princeton University	Machine Learning (77%)	Score: 2 6 days ago
Generative Actor Critic Machine Learning (CS)	Teaches robots to learn better from experience.	Code	Machine Learning (77%)	Score: 2 5 days ago
Valori: A Deterministic Memory Substrate for AI Systems Machine Learning (CS)	Makes AI results the same every time.	Code	Intelligent Systems (76%)	Score: 1 5 days ago
FairGFL: Privacy-Preserving Fairness-Aware Federated Learning with Overlapping Subgraphs Machine Learning (CS)	Makes AI learn fairly from shared data.		Facial Recognition (75%)	Score: 1 1 day ago
VL-RouterBench: A Benchmark for Vision-Language Model Routing Machine Learning (CS)	Helps AI choose the best way to answer questions.	Code	A/B Testing (76%)	Score: 1 1 day ago
Missing Pattern Tree based Decision Grouping and Ensemble for Deep Incomplete Multi-View Clustering Machine Learning (CS)	Helps computers group data with missing parts.		Predictive Analytics (75%)	Score: 1 5 days ago
Improving the Convergence Rate of Ray Search Optimization for Query-Efficient Hard-Label Attacks Machine Learning (CS)	Makes AI fooled by pictures less often.	Code	Image Recognition (76%)	Score: 1 6 days ago
Towards a General Framework for Predicting and Explaining the Hardness of Graph-based Combinatorial Optimization Problems using Machine Learning and … Machine Learning (CS)	Helps computers solve hard puzzles faster.		Predictive Analytics (78%)	Score: 1 6 days ago
MiST: Understanding the Role of Mid-Stage Scientific Training in Developing Chemical Reasoning Models Machine Learning (CS)	Teaches computers to solve chemistry problems.	Code	Natural Language Processing (79%)	Score: 1 6 days ago
Global-Graph Guided and Local-Graph Weighted Contrastive Learning for Unified Clustering on Incomplete and Noise Multi-View Data Machine Learning (CS)	Cleans messy data to group similar things better.		Image Recognition (75%)	Score: 1 5 days ago
Robustness and Scalability Of Machine Learning for Imbalanced Clinical Data in Emergency and Critical Care Machine Learning (CS)	Helps doctors predict patient danger faster.		Machine Learning (78%)	Score: 1 5 days ago
BALLAST: Bandit-Assisted Learning for Latency-Aware Stable Timeouts in Raft Machine Learning (CS)	Fixes computer voting systems when networks are slow.	Code	A/B Testing (73%)	Score: 1 6 days ago
Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs Machine Learning (CS)	Makes big AI models run faster on less powerful computers.	Code	A/B Testing (74%)	Score: 1 6 days ago
kooplearn: A Scikit-Learn Compatible Library of Algorithms for Evolution Operator Learning Machine Learning (CS)	Predicts how things change over time.	Code	Machine Learning (77%)	Score: 1 6 days ago
AVP-Fusion: Adaptive Multi-Modal Fusion and Contrastive Learning for Two-Stage Antiviral Peptide Identification Machine Learning (CS)	Finds new medicines to fight viruses faster.		Image Recognition (77%)	Score: 1 5 days ago
ReACT-Drug: Reaction-Template Guided Reinforcement Learning for de novo Drug Design Machine Learning (CS)	Creates new medicines faster by learning from nature.	Code	Biopharma (76%)	Score: 1 6 days ago
RIPCN: A Road Impedance Principal Component Network for Probabilistic Traffic Flow Forecasting Machine Learning (CS)	Predicts traffic jams better by understanding why they happen.	2 Countries	Information and Communications Technology (ICT) (75%)	Score: 1 5 days ago
RLLaVA: An RL-central Framework for Language and Vision Assistants Machine Learning (CS)	Trains smart AI helpers faster on regular computers.	Code	Natural Language Processing (78%)	Score: 1 5 days ago
Generalised Linear Models in Deep Bayesian RL with Learnable Basis Functions Machine Learning (CS)	Helps robots learn new tasks much faster.		Machine Learning (76%)	Score: 1 6 days ago
KernelEvolve: Scaling Agentic Kernel Coding for Heterogeneous AI Accelerators at Meta Machine Learning (CS)	Makes AI learn faster on different computers.	Meta	Machine Learning (76%)	Score: 1 1 day ago
RefineBridge: Generative Bridge Models Improve Financial Forecasting by Foundation Models Machine Learning (CS)	Improves stock market predictions by fixing bad guesses.		FinTech (76%)	Score: 1 5 days ago
Solving Functional PDEs with Gaussian Processes and Applications to Functional Renormalization Group Equations Machine Learning (CS)	Helps scientists solve hard math problems faster.	Code	Natural Language Processing (74%)	Score: 1 6 days ago
VAMP-Net: An Interpretable Multi-Path Framework of Genomic Permutation-Invariant Set Attention and Quality-Aware 1D-CNN for MTB Drug Resistance Machine Learning (CS)	Finds drug-resistant germs faster and more accurately.		Image Recognition (75%)	Score: 1 5 days ago
LLM Swiss Round: Aggregating Multi-Benchmark Performance via Competitive Swiss-System Dynamics Machine Learning (CS)	Ranks AI by how well it wins games.	ByteDance	Simulation (78%)	Score: 1 6 days ago
Causal-HM: Restoring Physical Generative Logic in Multimodal Anomaly Detection via Hierarchical Modulation Machine Learning (CS)	Finds factory mistakes by watching and listening.		Industrial Automation (77%)	Score: 1 5 days ago
Variance-Aware Prior-Based Tree Policies for Monte Carlo Tree Search Machine Learning (CS)	Makes smart game players learn faster and better.	Code	A/B Testing (76%)	Score: 1 5 days ago
GQ-VAE: A gated quantized VAE for learning variable length tokens Machine Learning (CS)	Makes computers understand words better and faster.	Code	Quantum Computing (75%)	Score: 1 4 days ago
Approximation Capabilities of Feedforward Neural Networks with GELU Activations Machine Learning (CS)	Makes computers learn math functions perfectly.		Embedded Systems (74%)	Score: 1 5 days ago
Dynamic Feedback Engines: Layer-Wise Control for Self-Regulating Continual Learning Machine Learning (CS)	Teaches computers to learn new things without forgetting old ones.		Machine Learning (78%)	Score: 1 5 days ago
Hybrid Combinatorial Multi-armed Bandits with Probabilistically Triggered Arms Machine Learning (CS)	Learns faster by mixing old data and new tries.	Microsoft	A/B Testing (77%)	Score: 1 4 days ago
Scaling Adversarial Training via Data Selection Machine Learning (CS)	Trains computers to be smarter with less work.	Code	A/B Testing (75%)	Score: 1 4 days ago
DuaDeep-SeqAffinity: Dual-Stream Deep Learning Framework for Sequence-Only Antigen-Antibody Affinity Prediction Machine Learning (CS)	Finds new medicines faster using computer patterns.		Image Recognition (75%)	Score: 1 4 days ago
A Model of Causal Explanation on Neural Networks for Tabular Data Machine Learning (CS)	Helps understand why computer guesses are right.	Sony PlayStation	Predictive Analytics (79%)	Score: 1 5 days ago