HuggingFace

EffectLearner: World-Aware Object-Effect Reasoning for Real-World Video Object Removal

Video object removal must eliminate not only the target object but also its induced effects while maintaining high-fi...

AI 聚合
2026-08-07
HuggingFace

ContextMaster: Interactive Multi-Shot Video Creation via Fixed-Budget Sparse Context Routing

Recent video models increasingly support generation, reference conditioning, and editing within a single model, yet t...

AI 聚合
2026-08-07
HuggingFace

MASS: Multiplayer World Models with Authoritative Shared State

Current video world models struggle in multiplayer environments because they entangle world state with view-dependent...

AI 聚合
2026-08-07
HuggingFace

From Economic Agents to Agentic Economies: A Systems Blueprint for Economic World Models

Economic World Models (EWMs) are generative economic models that simulate how economies evolve from within by modelin...

AI 聚合
2026-08-07
HuggingFace

Teaching Nemotron Greek: Mining a Corpus, Adapting Retrieval, and Grounding Generation for Modern Greek across Specialist Domains

Modern Greek is absent from NVIDIA's Nemotron retrieval models and from major multilingual retrieval benchmarks, desp...

AI 聚合
2026-08-07
HuggingFace

Task-Conditional Flow Matching for Balanced Multilingual Text Embedding Adaptation

Multilingual text embedding models are commonly adapted using a single training objective across diverse tasks, despi...

AI 聚合
2026-08-07
HuggingFace

Continual Learning in Transition

Classical continual learning (CL) has primarily focused on enabling models to update and retain knowledge through par...

AI 聚合
2026-08-07
HuggingFace

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack

Flow-matching vision-language-action (VLA) models such as pi0 generate robot actions by integrating a learned denoisi...

AI 聚合
2026-08-07
HuggingFace

Resume Means Resume: A Machine-Checked Conformance Contract for Checkpoint, Interrupt, and Resume Semantics in Workflow Persistence Layers

A framework that persists execution state so a run can be interrupted, survive a crash, and continue must decide what...

AI 聚合
2026-08-07
HuggingFace

Lossless Tensor Compression as Program Synthesis

Model checkpoints are growing in both number and size, which makes archival, transfer, and deployment increasingly co...

AI 聚合
2026-08-07
HuggingFace

SIGNPOST-Bench: Benchmarking Text-Vision Conflict Resolution in Multimodal Large Language Models

Multimodal large language models (MLLMs) make grounded predictions in real-world scenes by combining visual and textu...

AI 聚合
2026-08-07
HuggingFace

What AI Red-Team Evaluations Can and Cannot Prove

Red-team evaluations of AI models support some claims and not others, and the boundary between the two is calculable ...

AI 聚合
2026-08-07
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