Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T13:06:23.759158Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2412.17839.
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 2026-08-11T13:06:23.759158Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0750206d-f5d6-4797-9e1b-012b09ec0705 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Implementation Challenges and Opportunities in Beyond-5G and 6G Communication,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c2f6ef41-a74c-4de6-a523-402ddb335dbd · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency A mathematical theory of communication,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a88c2b2d-e396-49d9-a12c-5283ad5dbaeb · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Diff-GO: Diffusion Goal-Oriented Communications to Achieve Ultra-High Spectrum Efficiency
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49aa06a2-28c8-4a58-91c0-7f54c05664dc · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency GO+: An Efficient Diffusion Goal-Oriented Communication System with Local Feedback,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5514d62e-a4d7-48b0-9863-16a9e90dd386 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency 6G networks: Beyond Shannon towards semantic and goal-oriented communications,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation caa7d754-19e9-4682-a39b-c1e62b47291a · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Diff-GO n: Enhancing Diffusion Models for Goal-Oriented Communications,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cf529bd9-e291-4a4a-a8fb-78baca517bc9 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Taming transformers for high- resolution image synthesis
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 595cf7dd-f78b-4cbd-9db5-6da71455072f · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Generative Semantic Communication: Diffusion Models Beyond Bit Recovery
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 144f84b4-2de5-4155-afb2-da4eb99f7266 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Semantic-preserving image coding based on conditional diffusion models
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e5853c01-a640-4051-be14-6202d788fa96 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Robust semantic communications with masked vq-vae enabled codebook
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6c904c5a-8f21-4de6-9634-54784977d0c5 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Autoencoder-based semantic communication systems with relay channels
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ef303e86-a61c-4247-94dd-88861226797c · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Communication beyond transmitting bits: Semantics-guided source and channel coding
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bd6e10d8-170b-40a0-abb0-dbd37d9689da · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Neural discrete representation learning,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f98f79bb-a36e-4c18-9264-d335d6e10e28 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency A theory of goal-oriented communication,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6840c0ab-c313-40ea-88c9-d0dae5a13853 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Deep learning enabled semantic communications with speech recognition and synthesis,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 348a1f2c-1ba0-46fb-b861-023efdef7885 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Rethinking modern communication from semantic coding to semantic communication,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f1716def-3d9c-4ff6-8739-8f23828af085 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency A lite distributed semantic communication system for internet of things,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d4767aef-8659-45f7-abf7-91adf57a2360 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Multimodal semantic communication accelerated bidirectional caching for 6G mec
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f444d32b-0729-4b9d-95ac-796b3938ff5e · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency A unified multi- task semantic communication system for multimodal data,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 11f6034d-ac51-4448-a9f5-9c8ca5877de2 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Large AI Model Empowered Multimodal Semantic Communications
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 910dee3f-3a01-458c-8e10-cd10c59d4a99 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Denoising diffusion probabilistic models,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c05a76d-41e9-4aec-995c-a62196ab7e6a · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Taming transformers for high- resolution image synthesis,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7aaa77b6-90fa-48f4-93e2-0c3be3f83909 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 78dd6fb8-5968-4c0b-9d58-688e50b728f4 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency A novel sampling scheme for text-and image-conditional image synthesis in quantized latent spaces
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 357e4042-b9a7-4455-80bd-1ae1377ad3cc · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Xue et al., ‘Byt5: Towards a token-free future with pre-trained byte- to-byte models’, Transactions of the Association for Computational Linguistics, vol
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 08418934-6e64-46bd-b96d-2720b2c5feea · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Radford et al., ‘Learning transferable visual models from natural language supervision’, in International conference on machine learning, 2021, pp
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7f62756a-4864-4a13-8025-a182ff6bce26 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency The cityscapes dataset for semantic urban scene understanding,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6acb96f9-1584-47d9-b553-f621f6f9180f · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 33c8001a-27ec-481f-82ee-35ab3329f40d · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Coco-stuff: Thing and stuff classes in context
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 232a23d6-0984-4168-8a46-dba787adbda8 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Microsoft coco: Common objects in context
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e45b6b52-089a-4472-a553-4003fc244aab · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Gans trained by a two time-scale update rule converge to a local nash equilibrium,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation eb77b127-2586-4e9d-a479-c27186064148 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Learned perceptual image enhancement,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation aa1a323a-9720-4971-bd8a-97014d729126 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Laion-5b: An open large-scale dataset for training next generation image-text models
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 17198fba-6670-4c47-9d38-cc40e3ef0c43 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Retrieval-based spatially adaptive normalization for semantic image synthesis,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c30c3a98-22cf-4aac-bcd7-049ca8600a3e · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Learning to predict layout-to- image conditional convolutions for semantic image synthesis,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 35e4afd4-8c1f-4f71-a33f-f51b48b10c62 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Semantically multi-modal image synthesis,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1bbf12a0-12dc-4445-9e53-a44881ce76db · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency You Only Need Adversarial Supervision for Semantic Image Synthesis
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6d0adec-c4c5-4309-861f-7d1f30620a00 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Semantic image synthesis via diffusion models,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d819e72-92c2-42f8-a0fa-642d29b5f472 · outbound
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9498d0cc-8e96-4d11-8d9f-18f1869143ac · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Detrs with collaborative hybrid as- signments training
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 72470121-75f4-4cd8-bf5e-49eabe162178 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Extreme image compression using fine-tuned vqgans
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b367ffec-3cfe-4773-8f41-507dfd501c1b · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Dm-gan: Dynamic memory generative adversarial networks for textto-image synthesis,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f484a730-0bd5-4c01-b7d0-51ebbbec2920 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Cross-modal contrastive learning for text-to-image generation,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 998fa52c-4cb2-4a29-aa63-f3b918d7fa65 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Df-gan: Deep fusion generative adversarial networks for text-to-image synthesis,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c4b03fc2-0afa-483e-8a0e-109091d28cb0 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Text to image generation with semantic-spatial aware gan
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 29ed364d-671c-41ff-851f-c90bf46b2391 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Dse-gan: Dynamic semantic evolution generative adversarial network for text- to-image generation
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6d27777f-3a97-4b4e-9126-0aa5875ece34 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Vector quantized diffusion model for text-to-image synthesis
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 82289858-65ba-4d97-b6a6-5cadd958d80e · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Not all image regions matter: Masked vector quantization for autoregressive image genera- tion
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8c8076ff-a9d7-4ddc-a250-47a1a4fa5df5 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Lapidoth, ”The performance of convolutional codes on the block erasure channel using various finite interleaving techniques,” in IEEE Transactions on Information Theory, vol
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 31ad51e8-6451-4adc-88b7-116077300cb9 · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a94ab4fd-6826-4cbc-aca6-88e53a1d025b · outbound
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
No inbound Pith citation observations are available.