SAM 3.1
PulseAugur coverage of SAM 3.1 — every cluster mentioning SAM 3.1 across labs, papers, and developer communities, ranked by signal.
- 2026-07-31 product_launch A new quantized version of the Segment Anything Model (SAM) 3.1 has been released in INT8 and INT4 formats. source
3 day(s) with sentiment data
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AI system SSUPER wins LSVOS Challenge with advanced video object segmentation
Researchers have developed a novel system called SSUPER for the MeViS-Text track of the LSVOS Challenge 2026, achieving a first-place ranking. This system excels at referring video object segmentation, accurately identi…
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New pipeline enhances thermographic anomaly detection for heritage sites
Researchers have developed a new pipeline to improve the accuracy of thermographic anomaly detection in cultural heritage digital twins. This method corrects per-pixel emissivity, which is crucial for accurate temperatu…
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SAM 3.1 quantized to INT8 and INT4 offers significant VRAM savings
A new quantized version of the Segment Anything Model (SAM) 3.1 has been released, offering INT8 and INT4 formats. These quantized versions significantly reduce the model's size, with INT4 being nearly 40% smaller than …
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New SARA method boosts video diffusion model alignment
Researchers have developed SARA, a new method for improving video diffusion models by focusing supervision on semantically relevant parts of the video. This approach uses text-conditioned saliency to determine which tok…
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Meta AI releases SAM 3 for advanced image and video object tracking
Meta AI has released Segment Anything Model 3 (SAM 3), an advanced model for object detection, segmentation, and tracking in images and videos. This new version supports text, exemplar, and visual prompts, and includes …