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…an attention-level enrichment constraint that suppresses style-reference leakage in the style-transfer stage, and a frequency-aware RoPE modulation strategy that targets positional-correspondence-based leakage in the harder dual…
…documents the agent read but did not cite (high confusability) and documents that appeared in search results but were never opened (low confusability), producing training contexts that are far more challenging than…
…these are diffused, denoised by the model in 3D, and supervised in 2D by reprojecting the prediction and comparing against accurate keypoints. We show that, under mild assumptions, a depth-weighted 2D…
…Signal-Calibrated On-Policy Distillation Enhancement with Dual-Path Adaptive Weighting (2026) Asymmetric On-Policy Distillation: Bridging Exploitation and Imitation at the Token Level (2026) Please give a thumbs up to this…
…We formulate the task as structured prediction : given an image, a model must recover the full rooted containment tree induced by the curves. Despite the visual simplicity of the task, the strongest…
…In weight space , spectral analysis reveals how parameterizations interact with the pretrained singular-value structure. In activation space , retention metrics show whether finetuning preserves or distorts general-capability representations, with forgetting linked…
…Second, to enhance the reconstruction, we develop an iterative mechanism that samples camera trajectories , explores unobserved regions, synthesizes novel views, and supplements training through confidence weighted refinement . VidSplat performs robustly to sparse…
…Training Dynamics of Representing Linear Models via ReLU Networks (2026) The Weight Gram Matrix Captures Sequential Feature Linearization in Deep Networks (2026) Flag Varieties: A Geometric Framework for Deep Network Alignment (2026…
…an initial warm-up phase establishes semantic coherence, followed by motion-weighted cache reuse that dynamically adjusts update frequencies per token. Extensive experiments on state-of-the-art models like SkyReels-V2…
…Basically, we are waiting for a fix of the bug ( https://github.com/vllm-project/vllm/issues/16993 ) before integrating sleep() fully into TRL upstream. How did you distribute the weights in…