Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-17T04:39:59.601872Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 3 inbound Pith citation observations for arXiv:2511.20211.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-17T04:39:59.601872Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T04:54:12.975689Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-05-13T07:47:32.654801Z
64 of 64 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d506e95d-0026-4691-9ae4-a0c34929fa0e · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Transmat- ting: Enhancing transparent objects matting with transform- ers
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fb0138c3-d464-4e8c-a79b-3601b1fffebd · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Prismlayers: Open data for high-quality multi-layer transpar- ent image generative models
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 29fe988f-fefd-4799-a6fc-a17d574f9a0d · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Layerfusion: Harmo- nized multi-layer text-to-image generation with generative priors
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 08b15eda-5de8-4e04-86f7-100c8f4a0dde · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Puma: Empowering unified mllm with multi-granular visual generation
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ad161aea-3345-46c2-9332-e4eec8923c86 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Haralick, Stanley R
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f947a4e6-012c-4230-840d-c6db810efd0d · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Denoising diffu- sion probabilistic models
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 844d0b33-b707-4384-99a5-fb0bca3d1578 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen- Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ae720cfb-f8fb-47a5-9055-34666b7cc4ce · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Diffusion for natural image matting
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3ad08d95-7383-49d9-a49a-ebab546e13bf · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Psdiffusion: Harmonized multi-layer image generation via layout and appearance alignment
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 06fc696e-95a1-4658-8bcc-0bb994258113 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Dream- layer: Simultaneous multi-layer generation via diffusion mode
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 84982090-1ac3-4953-8488-fc3fd21a2bc7 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Designedit: Multi-layered latent decomposition and fusion for unified & accurate image editing
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fccfc506-aad6-42dc-94cf-64f5ffc5ecad · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Auto-encoding varia- tional bayes
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 33bcdaed-d321-4906-8439-e891bf21a6ee · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Flux.1 kontext: Flow matching for in-context image generation and editing in latent space
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f5c3b344-1c6b-4056-83ae-20d69a3eb181 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Privacy- preserving portrait matting
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 10119069-4981-4f66-9214-976457dd7db6 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Maybank, and Dacheng Tao
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dbf2328b-27c2-4034-8027-53fb3b165400 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Deep automatic natural image matting
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bd534404-51ca-4aa2-8d78-66d6255bbeef · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Matting anything
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ea29a692-69ab-4acb-a7d3-fe9e3895abae · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Referring image matting
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 26861af9-de85-43c5-89fb-0b312e198f5c · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Drip: Unleashing diffusion priors for joint foreground and alpha prediction in image matting.Advances in Neural Information Processing Systems 37
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d2c286c9-8093-4923-8ade-2c1f9eed013b · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Visualcloze: A universal image generation framework via visual in-context learning
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5ed4f575-eb2f-442b-b584-2b5213c3934f · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Real-time high-resolution background matting
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 64cde491-c943-4142-b877-afa190d50333 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Tripartite information mining and inte- gration for image matting
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dd6d489a-b226-497b-ab1e-c8e7711134b6 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Decoupled Weight Decay Regularization
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b7128ef2-6939-4aec-82e2-a0f164bad484 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Gpt-4 technical report
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a726868e-6315-4928-86e2-14a8271cfa55 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Scalable diffusion models with transformers
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b88e4eda-79c2-40b6-971e-80e3b8bb3c4a · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Art: Anonymous re- gion transformer for variable multi-layer transparent image generation
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b0d2d53-13cd-428c-87e6-e4bcd2b6374e · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Attention-guided hi- erarchical structure aggregation for image matting
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b3c17d4e-72d8-43e4-9b72-58ac882dd5ac · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Alfie: Democratising rgba image generation with no $$$
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6eca63dc-88bd-4dbd-99c4-6d2fcb79feef · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning High-resolution image synthesis with latent diffusion models
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 275a0b30-8dcd-4ec8-bc5a-4a7adbc10d93 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Rord: A real-world object removal dataset
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 34b78ed5-e619-45a5-990b-b3af408fe6ac · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Roformer: Enhanced transformer with rotary position embedding.Neurocomputing, 568:127063
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7dd719bb-7727-49be-8c44-67b21260121c · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Semantic image matting
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a13fa32b-03c7-4d1e-8fd8-104611d009d4 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Ultrahigh resolution image/video matting with spatio-temporal sparsity
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2deedf0d-fec8-4cf2-833d-fd780278584c · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Qwen3 technical report
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 94afaf5c-ba71-4292-9f72-a596a9c5d8b4 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning AlphaVAE: Unified End-to-End RGBA Image Reconstruction and Generation with Alpha-Aware Representation Learning
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b07d63cf-48a1-45dd-9847-4e77bc812150 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Objectdrop: Bootstrap- ping counterfactuals for photorealistic object removal and insertion
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 46268575-6365-4447-a157-ea51085eb10c · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Qwen-image technical report
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a8b621c8-1cfe-44c6-87c0-c7c0c8ad28b3 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Omnigen2: Exploration to advanced multimodal generation
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 26c72cbf-1519-4239-97c1-154a6212a9f8 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Dreamomni: Unified image generation and editing
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 22896c0a-5d13-497d-aaae-244a1269f3a7 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Teaching diffu- sion models to ground alpha matte.Transactions on Machine Learning Research
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation caf737cc-5d9a-4f37-be0e-9c5635ec75db · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Omnigen: Unified image generation
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3ebba45d-2543-4d04-95b2-8f63ac6ceab6 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Deep image matting
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d1e9652-dd6c-4a0e-8e6e-daeff7248cbc · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Generative image layer decomposition with visual effects
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a5b1d9e1-c0cf-4f28-94b4-5499c1d77a2c · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Vitmatte: Boosting image matting with pretrained plain vision transformers
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e9d29d81-99a9-4435-ae09-f3c4e4904cfd · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Matte anything: Interactive natural image matting with seg- ment anything models
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 854d7313-1527-4fff-bee1-c570ceca2e5e · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Mask guided matting via progressive refinement network
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e3b579c-282d-4d2a-9666-f926ab00a44b · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Transparent image layer diffusion using latent transparency
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8f1fe71b-a64e-497a-9e34-ba16be80b48c · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Objectclear: Complete object removal via object-effect attention
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 39f8c0bf-80d1-4863-b205-692cc6aa41b1 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning gray →white
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ab623ec5-ee9f-44b4-b045-63e833a7ce69 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning minimalist
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3d42afd4-f554-431c-b46a-6f30f566f44b · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning in a lab
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b761f2e7-bd25-49d5-9525-1e8ca2f1198b · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning black”, “purple
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 07b9a70f-9cae-4e8b-9886-b4475428b734 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8e549d7f-ba74-4e44-b176-7e6b5c5d71bd · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f52a5720-01e3-49b1-a3b3-b872a0fe85bb · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning 4 Compare the two generated images according to the following three aspects
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4a291a40-bb26-4876-89fa-677ceccbee64 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning better"
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 30198a25-9d33-40d7-a61e-43b3bce1c8e7 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning better"
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3aedd204-6e68-4a53-9f45-a219709a9af4 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Unresolved cited work
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3b312f9d-2b2d-48a0-8e22-2937017d082e · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Unresolved cited work
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b9c16d5d-774c-446a-b955-4bab78a527ba · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Unresolved cited work
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6a0a0db5-9aba-419f-924d-0afd53b1f174 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Compare the two generated images according to the following three aspects
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6c7f1e65-4363-4aac-b11f-542b245188d0 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Unresolved cited work
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2aca6a5c-2050-4997-b5c3-9dec32a51edc · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning Unresolved cited work
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d47ccbdd-b8d1-4b0e-870c-1bbaa59c2811 · outbound
OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning better"
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6f829126-1dea-44b4-9650-9dcb2cf20a98 · inbound
UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3422b8dd-b557-42f6-9929-6deee96900a8 · inbound
RevealLayer: Disentangling Hidden and Visible Layers via Occlusion-Aware Image Decomposition OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e7d9d0e7-1eb4-468c-9a20-922e84e9b1d3 · inbound
UniWorld-Design: From Pixel Generation to Layer-Native Design OmniAlpha: Aligning Transparency-Aware Generation via Multi-Task Unified Reinforcement Learning
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.