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PUMA: Layer-Pruned Language Model for Efficient Unified Multimodal Retrieval with Modality-Adaptive Learning
arXiv:2507.08064v3 Announce Type: replace Abstract: As multimedia content expands, the demand for unified multimodal retrieval (UMR) in real-world applications increases. Recent work leverages multimodal large language models (MLLMs) to tackle this task. However, their large parameter size results in high training costs and low inference efficiency.
PUMA: Layer-Pruned Language Model for Efficient Unified Multimodal Retrieval with Modality-Adaptive Learning
arXiv:2507.08064v4 Announce Type: replace Abstract: As multimedia content expands, the demand for unified multimodal retrieval (UMR) in real-world applications increases. Recent work leverages multimodal large language models (MLLMs) to tackle this task. However, their large parameter size results in high training costs and low inference efficiency.
Rookie Taiwan lawmaker blacklisted by Beijing makes long-shot bid to become Taipei mayor
Rookie Taiwan lawmaker blacklisted by Beijing makes long-shot bid to become Taipei mayor Ruling DPP’s Puma Shen made his name as an outspoken civil defence activist, but faces an uphill battle to unseat the KMT’s Wayne Chiang The ruling Democratic Progressive Party’s decision to nominate Puma Shen Pao-yang, an outspoken critic of Beijing whose political identity has been built around his calls to strengthen the island’s security, came as a surprise to many. The former academic joined...
Mexico zoo animals predict World Cup winners
Mexico zoo animals predict World Cup winners Mexico zoo animals predict World Cup winners Animals at Guadalajara Zoo in Mexico are making their own predictions for the 2026 FIFA World Cup. Elephants, gorillas, a puma and giraffes picked winners from a selection of upcoming matches, continuing a World Cup tradition made famous by Paul the Octopus, who correctly predicted 12 of 14 results at the 2010 tournament. Published On 6 Jun 2026
22 World Cup items, 22 stories
FIFA won't reveal how, but after every game at the 2026 World Cup this summer, it will be collecting items that will one day document the tournament. It already has the net from the 2018 World Cup final, for example, as well as the tracksuit that Pelé wore at his first World Cup in 1958. The items live in FIFA's various museums, ranging from Vancouver and Miami to Zurich and Hong Kong.
Gyan: Ghana's success will depend on Semenyo at the World Cup
Asamoah Gyan: Ghana legend on Antoine Semenyo influence and facing England at the 2026 World Cup Man City forward Antoine Semenyo will have pressure on him playing for Ghana this summer, says former striker Asamoah Gyan; the Black Stars have had a tumultuous World Cup build-up, with Carlos Queiroz now in charge; Ghana play England, Panama and Croatia in Group L Friday 29 May 2026 12:03, UK It has been a successful and at times dramatic season for Antoine Semenyo. That will not let up this...
Stop Training for the Worst: Progressive Unmasking Accelerates Masked Diffusion Training
arXiv:2602.10314v2 Announce Type: replace Abstract: Masked Diffusion Models (MDMs) have emerged as a promising approach for generative modeling in discrete spaces. By generating sequences in any order and allowing for parallel decoding, they enable fast inference and strong performance on non-causal tasks. However, this flexibility comes with a training complexity trade-off: MDMs train on an exponentially large set of masking patterns, which is not only computationally expensive, but also...
MILEX 26: EU deploys 2,500 troops in Spain to test its rapid reaction force
MILEX 26 is one of the European Union’s key defence exercises and forms part of wider efforts to boost interoperability among member states’ armed forces and foster a shared strategic culture. Spain is hosting the MILEX 26 military exercise this month at the San Gregorio Training Centre in Zaragoza, manoeuvres organised by the European Union to assess the response capability of its Rapid Deployment Force in international crisis scenarios. Around 2,500 troops from 13 member states are taking...
Germany news: Most expect AfD state premier after fall polls
Germany news: Most expect AfD state premier after fall polls Published May 30, 2026last updated May 31, 2026What you need to know - A majority of people in Germany expects the far-right AfD party to lead at least one state after regional elections in the fall - The Brenner Pass, a major Alpine route, has reopened after a closure due to a rally against traffic jams and noise pollution - Autopsy to be carried out on 'Timmy' the whale after the corpse was brought to shore in Denmark Here is a...
Mexico World Cup 2026 preview: Players to watch, group matches and squad
Mexico World Cup 2026 preview: Players to watch, group matches and squad El Tri lost in the last 16 in seven consecutive World Cups but have higher hopes for the 2026 tournament. Previous World Cup appearances: 17 Best performance: Quarterfinals (1970, 1986) First appearance: 1930 (Uruguay) Top goal scorers: Luis Hernandez, Javier Hernandez (4) Most appearances: Rafael Marquez (19) Player to watch: Raul Jimenez FIFA world ranking: 14 Mexicans call their inability to reach the World Cup...