Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
LuxDiT: Lighting Estimation with Video Diffusion TransformerNVIDIA · neural information processing systems5 citationsJan 1, 2025Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image SynthesisAlibaba · neural information processing systems5 citationsJan 1, 2025DanmakuTPPBench: A Multi-modal Benchmark for Temporal Point Process Modeling and UnderstandingAlibaba · neural information processing systems5 citationsJan 1, 2025Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score DistillationAlibaba, Microsoft · neural information processing systems5 citationsJan 1, 2025PlanU: Large Language Model Reasoning through Planning under UncertaintyAlibaba · neural information processing systems5 citationsJan 1, 2025Risk Management for Mitigating Benchmark Failure Modes: BenchRiskAlphabet · neural information processing systems5 citationsJan 1, 2025Optimal Rates in Continual Linear Regression via Increasing RegularizationAlphabet · neural information processing systems5 citationsJan 1, 2025Delta Attention: Fast and Accurate Sparse Attention Inference by Delta CorrectionNVIDIA · neural information processing systems5 citationsJan 1, 2025Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language ModelsAlphabet, Google DeepMind · neural information processing systems5 citationsJan 1, 2025Transferable Black-Box One-Shot Forging of Watermarks via Image Preference ModelsMeta · neural information processing systems5 citationsJan 1, 2025Ask a Strong LLM Judge when Your Reward Model is UncertainMicrosoft · neural information processing systems5 citationsJan 1, 2025Deep neural networks can learn generalizable same-different visual relationsMeta · Conference on Cognitive Computational Neuroscience (CCN)5 citationsJan 1, 2025MindGYM: What Matters in Question Synthesis for Thinking-Centric Fine-Tuning?Alibaba · neural information processing systems5 citationsJan 1, 2025MoME: Mixture of Matryoshka Experts for Audio-Visual Speech RecognitionMeta · neural information processing systems5 citationsJan 1, 2025CAR-Flow: Condition-Aware Reparameterization Aligns Source and Target for Better Flow MatchingAlphabet · neural information processing systems5 citationsJan 1, 2025RaySt3R: Predicting Novel Depth Maps for Zero-Shot Object CompletionNVIDIA · neural information processing systems5 citationsJan 1, 2025pEBR: A Probabilistic Approach to Embedding Based RetrievalMeta · Conference on Empirical Methods in Natural Language Processing (EMNLP)5 citationsJan 1, 2025GSID: Generative Semantic Indexing for E-Commerce Product UnderstandingAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)5 citationsJan 1, 2025Improving Cross Lingual Transfer by Pretraining with Active ForgettingMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)5 citationsJan 1, 2025MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text ClassificationNVIDIA · Conference on Empirical Methods in Natural Language Processing (EMNLP)5 citationsJan 1, 2025MEPT: Mixture of Expert Prompt Tuning as a Manifold MapperMeta · Conference on Empirical Methods in Natural Language Processing (EMNLP)5 citationsJan 1, 2025CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy OptimizationAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)5 citationsJan 1, 2025MrGuard: A Multilingual Reasoning Guardrail for Universal LLM SafetyMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)5 citationsJan 1, 2025SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding CompressionAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)5 citationsJan 1, 2025Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of RelevanceMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)5 citationsJan 1, 2025