Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Omnidirectional 3D Scene Reconstruction from Single ImageMicrosoft · neural information processing systemsJan 1, 2025Learn and Ensemble Bridge Adapters for Multi-domain Task Incremental LearningAlphabet · neural information processing systemsJan 1, 2025Collaborative Reasoner: Self-Improving Social Agents with Synthetic ConversationsMeta · neural information processing systemsJan 1, 2025Videos are Sample-Efficient Supervisions: Behavior Cloning from Videos via Latent RepresentationsAlphabet · neural information processing systemsJan 1, 2025On the Emergence of Linear Analogies in Word EmbeddingsGoogle DeepMind · neural information processing systemsJan 1, 2025GenColor: Generative and Expressive Color Enhancement with Pixel-Perfect Texture PreservationAlibaba, NVIDIA · neural information processing systemsJan 1, 2025Learning to Rank for In-Context Example RetrievalAlibaba · neural information processing systemsJan 1, 2025DyMU: Dynamic Merging and Virtual Unmerging for Efficient Variable-Length VLMsOpenAI · neural information processing systemsJan 1, 2025Unbiased Prototype Consistency Learning for Multi-Modal and Multi-Task Object Re-IdentificationMeta · neural information processing systemsJan 1, 2025Tapered Off-Policy REINFORCE - Stable and efficient reinforcement learning for large language modelsGoogle DeepMind, Microsoft · neural information processing systemsJan 1, 2025Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMsAlibaba · neural information processing systemsJan 1, 2025CADMorph: Geometry‑Driven Parametric CAD Editing via a Plan–Generate–Verify LoopMicrosoft · neural information processing systemsJan 1, 2025Correlated Low-Rank Adaptation for ConvNetsMicrosoft · neural information processing systemsJan 1, 2025It’s Hard to Be Normal: The Impact of Noise on Structure-agnostic EstimationMicrosoft · neural information processing systemsJan 1, 2025Massive Sound Embedding Benchmark (MSEB)Alphabet · neural information processing systemsJan 1, 2025Democratizing Clinical Risk Prediction with Cross-Cohort Cross-Modal Knowledge TransferAlphabet · neural information processing systemsJan 1, 2025Improved Balanced Classification with Theoretically Grounded Loss FunctionsAlphabet · neural information processing systemsJan 1, 2025Value Gradient Guidance for Flow Matching AlignmentMicrosoft · neural information processing systemsJan 1, 2025OpenOmni: Advancing Open-Source Omnimodal Large Language Models with Progressive Multimodal Alignment and Real-time Emotional Speech SynthesisAlibaba · neural information processing systemsJan 1, 2025Proper Hölder-Kullback Dirichlet Diffusion: A Framework for High Dimensional Generative ModelingAlphabet · neural information processing systemsJan 1, 2025Don’t Forget the Enjoin: FocalLoRA for Instruction Hierarchical Alignment in Large Language ModelsAlphabet, Google DeepMind · neural information processing systemsJan 1, 2025Efficiently Verifiable Proofs of Data AttributionAlphabet · neural information processing systemsJan 1, 2025Efficient Data Selection at Scale via Influence DistillationAlphabet · neural information processing systemsJan 1, 2025Alleviating Hallucinations in Large Language Models through Multi-Model Contrastive Decoding and Dynamic Hallucination DetectionAlibaba · neural information processing systemsJan 1, 2025Adaptive Latent-Space Constraints in Personalized Federated LearningAlphabet · neural information processing systemsJan 1, 2025