…Qwen2.5-Coder-32B-Instruct Watermarking embeds statistical signatures in AI-generated text for detection and attribution. We reveal a fundamental vulnerability: when users access multiple models (today's reality), watermarks trivially…
…test-time scaling for improved robot control. Our WLA-0 prototype, with 2B active parameters, achieves 40 ms per inference on an NVIDIA RTX 5090. Evaluations across simulated and real-world environments…
…across diverse domains, revealing that persistent iteration and time awareness are more critical than initial performance quality. Generated by Qwen/Qwen2.5-Coder-32B-Instruct Scientific and engineering progress is fundamentally a…
…Real-Time Autoregressive Generation for Multi-Shot Video Narratives (2026) Please give a thumbs up to this comment if you found it helpful! If you want recommendations for any Paper on Hugging…
…Furthermore, improvements from model scaling quickly saturate, strong general reasoning does not reliably translate to creative affordance discovery, and common inference-time strategies such as Chain-of-Thought yield limited gains. These…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Training accurate medical image segmentation models requires large amounts of densely annotated data, which is costly and time-consuming to obtain. Semi-supervised learning…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Diffusion models achieve state-of-the-art image synthesis, with their generative trajectories fundamentally exhibiting a spectral bias , resolving low-frequency global structures early…
…AI-generated summary Autoregressive (AR) video diffusion models adopt a streaming generation framework , enabling long-horizon video generation with real-time responsiveness, as exemplified by the Self Forcing training paradigm . However, existing…
…Despite this advantage, most existing DLMs rely on a fixed generation length specified prior to decoding, which restricts their flexibility in real-world applications. While a few recent works attempt to support…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Zero-shot text-to-speech (TTS) has improved substantially for single-speaker synthesis, yet expressive long-form multi-speaker dialogue remains difficult. A common…
