Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval AugmentationMeta, Microsoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)3 citationsJan 1, 2025Blind Localization of Early Room Reflections Based on Microphone Arrays and Reverberant SpeechMeta · IEEE Transactions on Audio Speech and Language Processing3 citationsJan 1, 2025WearVQA: A Visual Question Answering Benchmark for Wearables in Egocentric Authentic Real-world scenariosAlphabet, Meta, Microsoft · neural information processing systems2 citationsJan 1, 2025Spurious-Aware Prototype Refinement for Reliable Out-of-Distribution DetectionMeta · neural information processing systems2 citationsJan 1, 2025Deep neural networks can learn generalizable same-different visual relationsMeta · arXiv2 citationsJan 1, 2025MEPT: Mixture of Expert Prompt Tuning as a Manifold MapperMeta · Conference on Empirical Methods in Natural Language Processing (EMNLP)2 citationsJan 1, 2025Geometric Optimal Transport for Cross-Modal Medical Manifold Alignment: A Differential Approach to Multimodal DiagnosisMeta · IEEE Access2 citationsJan 1, 2025Results of the Big ANN: NeurIPS’23 competitionMeta, Microsoft · neural information processing systems2 citationsJan 1, 2025MoCha: Towards Movie-Grade Talking Character GenerationGoogle DeepMind, Meta · neural information processing systems1 citationJan 1, 2025ORBIT - Open Recommendation Benchmark for Reproducible Research with Hidden TestsMeta · neural information processing systems1 citationJan 1, 2025SuperGPQA: Scaling LLM Evaluation across 285 Graduate DisciplinesAlibaba, Meta · neural information processing systems1 citationJan 1, 2025Understanding Parametric and Contextual Knowledge Reconciliation within Large Language ModelsAlibaba, Meta · neural information processing systems1 citationJan 1, 2025AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-benchGoogle DeepMind, Meta · neural information processing systems1 citationJan 1, 2025Benchmarking Egocentric Multimodal Goal Inference for Assistive Wearable AgentsMeta · neural information processing systems1 citationJan 1, 2025Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language ModelsMeta · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)1 citationJan 1, 2025Watermarking Autoregressive Image GenerationMeta · neural information processing systems1 citationJan 1, 2025AR-RAG: Autoregressive Retrieval Augmentation for Image GenerationMeta · neural information processing systems1 citationJan 1, 2025CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMsMeta · neural information processing systems1 citationJan 1, 2025Purifying Shampoo: Investigating Shampoo's Heuristics by Decomposing its PreconditionerMeta · neural information processing systems1 citationJan 1, 2025Reinforcement Learning with Supervised AlignmentMeta · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1, 2025ReAlign: Structured Revision for Small Language Model AlignmentMeta · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1, 2025All You Need is One: Capsule Prompt Tuning with a Single VectorMeta · neural information processing systems1 citationJan 1, 2025Memory Mosaics at scaleMeta · neural information processing systems1 citationJan 1, 2025NestedFP: High-Performance, Memory-Efficient Dual-Precision Floating Point Support for LLMsMeta · neural information processing systems1 citationJan 1, 2025Self-Challenging Language Model AgentsMeta · neural information processing systems1 citationJan 1, 2025