MERRIN: Benchmark for Multimodal AI Search in Noisy Web
Discover MERRIN, a benchmark testing AI agents on multimodal evidence retrieval and reasoning in noisy web environments with complex search queries.
Cognitive Circuit Breaker: Boosting Intrinsic AI Reliability
Discover the Cognitive Circuit Breaker framework for real-time, low-latency reliability in AI, enhancing Large Language Model accuracy and reducing halluci...
DF3DV-1K Dataset for Distractor-Free Novel View Synthesis
Discover DF3DV-1K, a large-scale dataset with 1,048 scenes for benchmarking distractor-free novel view synthesis in real-world conditions.
Minimax Optimality & Spectral Routing for Markov-Dependent Ensembles
Explore minimax optimality and adaptive spectral routing to improve majority-vote ensembles under Markov dependence in machine learning tasks.
Reinforcement Learning for Explainable Sentiment Analysis
Discover how reinforcement learning enhances sentiment analysis by aligning AI reasoning with human rationale for better accuracy and interpretability.