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Learning Association via Track-Detection Matching for Multi-Object Tracking
arXiv:2512.22105v2 Announce Type: replace Abstract: Multi-object tracking aims to maintain object identities over time by associating detections across video frames. Two dominant paradigms exist in literature: tracking-by-detection methods, which are computationally efficient but rely on handcrafted association heuristics, and end-to-end approaches, which learn association from data at the cost of higher computational complexity. We propose Track-Detection Link Prediction (TDLP), a...
Seg2Track++: Probabilistic Track Validation and Data Association for Multi-Object Tracking and Segmentation
Announce Type: new Abstract: Autonomous systems require robust Multi-Object Tracking and Segmentation (MOTS) to operate reliably in dynamic environments, ensuring consistent object identities and precise mask-level delineation. Foundation models such as SAM2 have shown strong zero-shot generalization for segmentation, but their direct application to MOTS is limited by unreliable track association and false-positive propagation. This work introduces Seg2Track++, a framework that integrates...
Haydock racing fixtures cancelled due to hole in track but Tom Grennan gig set to go ahead
Haydock racing fixtures cancelled due to hole in track but Tom Grennan gig set to go ahead The Jockey Club has announced that meetings in June and July will be moved to other tracks while investigations continue into the cause of a hole in the track Racing at Haydock Park will not resume until at least until mid-July after four more meetings were cancelled on Wednesday. The track has staged no race meetings since last month’s Temple Stakes fixture when the ITV meeting was significantly...
Benchmarking Visual State Tracking in Multimodal Video Understanding
arXiv:2606.03920v1 Announce Type: new Abstract: Understanding a video requires more than recognizing isolated moments, as humans continuously track entities, states, and events over time. This capacity for visual state tracking is fundamental to video understanding, yet remains underexplored in current evaluations of Multimodal Large Language Models (MLLMs). We introduce Visual STAte Tracking benchmark (VSTAT), a video-based benchmark designed to diagnose visual state tracking in MLLMs.
Proposed PGA Tour model has 2 tourney tracks
DUBLIN, Ohio -- A proposed future PGA Tour model that might take effect in 2028 would include two tracks of tournaments with players competing to remain on the top track and golfers in the lower track fighting to move up the next season. Details of the model are still being discussed with the Future Competition Committee and Player Advisory Council, but PGA Tour CEO Brian Rolapp said Wednesday there's momentum to announce changes later this summer. The PGA Tour's policy board would have to...
Texas teen awaits verdict in track meet killing that shocked a community
Texas teen awaits verdict in track meet killing that shocked a community Closing arguments are planned Tuesday in a Texas courtroom in a trial involving the fatal stabbing of a student athlete at a school track meet last year - Bookmark As jurors prepare to hear closing arguments, the fate of Texas teenager Karmelo Anthony now hangs in the balance in one of the state's most closely watched murder trials. Anthony, 19, is accused of fatally stabbing 17-year-old track star Austin Metcalf during...
LIMMT: Less is More for Motion Tracking
arXiv:2606.06953v1 Announce Type: new Abstract: We argue that high-quality motion data can steer tracking policies toward better optimization trajectories early in training. In this work, we introduce LIMMT (Less Is More for Motion Tracking). To our knowledge, this is the first data-centric study for physics-based humanoid motion tracking.
Meta's employee mouse tracking program could reportedly violate EU privacy laws
Meta's employee mouse tracking program could reportedly violate EU privacy laws 'Reuters' says the tracking tool could capture emails and chats by non-US employees. Reuters says Meta's mouse tracking program for employees could run afoul of the EU's strict privacy rules. If you'll recall, the news organization reported back in April that the company will be capturing its US employees' keystrokes, mouse movements and clicks for the purpose of training its artificial intelligence models.
SpaceX denied fast track to S&P 500 after IPO
SpaceX denied fast track to S&P 500 after IPO Andrew Zinin Lead Editor SpaceX has been denied a fast track into the S&P 500 when the rocket and satellite company goes public, in a ruling that cuts off quick access to one of the biggest pools of Wall Street money. S&P Dow Jones Indices said Thursday it would maintain eligibility requirements for its benchmark following months of consultation with participants—closing the door on fast-track entry for Elon Musk's company. The decision will also...
Vision-Language Guided Hyperspectral Object Tracking via Semantics Fusion and Contextual Template Updating
arXiv:2606.09167v1 Announce Type: new Abstract: Hyperspectral object tracking (HOT) leverages the rich spectral information provided by hyperspectral videos (HSVs), offering substantial potential for object tracking. However, efficiently extracting and exploiting spectral information from redundant spectral bands remains a fundamental challenge, which severely limits model generalization and tracking performance.