Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T19:17:36.149585Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2608.06023.
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 2026-08-07T19:17:36.149585Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation fae41773-abf3-4258-b6b9-8939c54e12d0 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition A review of affective computing: From unimodal analysis to multimodal fusion,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 759df68d-ce38-47ec-bb85-b130eaad488c · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Human emotion recognition: Review of sensors and methods,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1ae3b832-6cbb-42e6-8dd2-5f35c9979f76 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition A survey on physiological signal-based emotion recognition,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4e5f7332-004b-4f6c-9f0c-ade30c81ca3f · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Deep facial expression recognition: A survey,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 277cae1f-7409-4c6e-857b-185f0374e3ba · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Emotion recognition from body movement,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 62868bdb-688b-4552-98b5-e02ed84c2cb0 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Multimodal physiological signals from wearable sensors for affective computing: A systematic review,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 39f75581-1810-442e-87cb-0f5786dee596 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Multimodal physiological signals fusion for online emotion recognition,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 802f7b5d-b776-4371-a821-00df77a4b6c8 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Multimodal emotion recognition using visual, vocal and physiological signals: a review,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3acd69e3-6d70-442f-9968-14b7c497be76 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Emotional suppression: physiology, self-report, and expressive behavior
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 63508cdb-150b-4aee-9609-e9384a2b1dac · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Toward an affect-sensitive multimodal human-computer interaction,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation da4cfe72-1fb3-4b43-8e0d-6c0c4f80a607 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Deap: A database for emotion analysis; using physiological signals,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d3c34c6-ef8e-443b-a801-26c436cfdc20 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Interaction between cognition, emotion, and the autonomic nervous system,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4ff21126-91af-47e0-9f1f-d9a93a4e95ca · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Hierarchical MoE: Continuous Multimodal Emotion Recognition with Incomplete and Asynchronous Inputs
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b9c8080e-236f-4ee1-b089-91d305e35230 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Phemonet: A multimodal network for physiological signals,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c787d113-dc90-45f1-a699-37fef3e2648f · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition A review of classification algorithms for eeg- based brain–computer interfaces: a 10 year update,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2d4b0a4-184a-4a97-9825-a5d2c6765571 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Generalized alignment for multimodal physiological signal learning,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 32f77374-7f17-4d8d-a173-850f061f35f1 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Introducing wesad, a multimodal dataset for wearable stress and affect detection,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c87c5a4e-664d-4daf-94f2-5fb5a615fb70 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Multimodal emotion recognition: A comprehensive review, trends, and challenges,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5f6805d0-9d6e-4114-a7e2-942e19aa0acd · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Mvp: Multimodal emotion recognition based on video and physiological signals,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dc901809-c201-49de-97c7-67d3dff6c1d0 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Recognition of emotions using multimodal physiological signals and an ensemble deep learning model,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ed9cdac1-938e-4618-870b-d22554c0e66f · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Learning using privileged information: Similarity control and knowledge transfer
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9aade14e-030b-44e0-810e-23e8234586d8 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Towards Consumer-Grade Cybersickness Prediction: Multi-Model Alignment for Real-Time Vision-Only Inference
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 863b7771-6b3b-4378-8aca-494f9c865069 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Privileged knowledge distillation for dimensional emotion recognition in the wild,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5942ce23-99fd-4929-a6d6-b4092d101c3a · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Learning with side information through modality hallucination,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eb2c8495-e62e-4294-9b5b-87f16617ed22 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Datasets for automated affect and emotion recognition from cardiovascular signals using artificial intelligence—a systematic review,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ad2a10b7-fa5f-43ea-86fe-0603e2463f35 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Distilling the Knowledge in a Neural Network
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4abe684-165f-4532-8ad2-1cbde3a7b8b8 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Improved knowledge distillation via teacher assis- tant,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0efb58b1-6cfb-4d33-a032-8a94250dec2f · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition When does label smoothing help?
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0479c500-5401-434a-a319-6411ceb01d3b · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e1c527e-5c49-459c-9468-ea3322b97305 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Knowledge distillation: A survey,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a76fc3d1-735d-45af-95fb-283c88ca25ea · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition A comprehensive survey on knowledge distillation,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 099e1a0d-ac56-4964-b530-372c58fb6622 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition A comprehensive review of multimodal emotion recognition: Techniques, challenges, and future directions,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ca0ca7c-034d-4f46-ab58-1544130f3f70 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition A review of multimodal emotion recognition from datasets, preprocessing, features, and fusion methods,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87225894-1a35-4169-b198-8a93c5448b9b · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition FitNets: Hints for Thin Deep Nets
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 387c50f3-a7b9-4cd1-99b1-26d5ee5a7b90 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Relational knowledge distilla- tion,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e1fd71f-e429-480a-8877-2ed6ed1bb4a2 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90b647c5-2f66-47c3-bddf-080823310d52 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Cross modal distillation for su- pervision transfer,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 59852e35-1eeb-4cf9-a9c4-b7318e055bfc · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Vision- language meets the skeleton: Progressively distillation with cross-modal knowledge for 3d action representation learning,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 197cca6d-29cf-4c96-ae8a-6f066bf57edb · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Cross-modal knowledge distil- lation for enhanced unimodal emotion recognition,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 991e9b51-4260-423a-9087-a4c03bb6eab4 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Emotionkd: a cross-modal knowledge distillation framework for emotion recognition based on physiological signals,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2155cafa-1ee4-49d1-88fe-65da6bca10ae · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition A transformer- based model with self-distillation for multimodal emotion recognition in conversations,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1f41622c-f3b5-4b20-be4c-75eea3ed30de · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Optimised knowledge distillation for efficient social media emotion recognition using distilbert and albert,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9769ef26-d542-482a-9ab8-00cafa75861a · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Eegnet: a compact convolutional neural network for eeg-based brain–computer interfaces,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbfd24fb-57c5-445a-be69-30d64c9cf6e4 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition From the lab to the wild: Affect modeling via privileged information,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 364fe2d2-a901-404a-a6f3-240db0d02495 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition On calibration of modern neural networks,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2acbb69a-c12e-44f0-86a3-229cbfb41c6b · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition A review, current challenges, and future possibilities on emotion recognition using machine learning and physiological signals
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b89bc563-dd69-4e2f-9cb4-dae3f091e8b6 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Be your own teacher: Improve the performance of convolutional neural networks via self distillation,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fb03ed6-866d-4bdf-8a12-04a4a9bf3366 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Online multi-level contrastive representation distillation for cross-subject fnirs emotion recognition,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d5ce3fd6-df6d-439e-b026-ef89fff307ca · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Uncertainty-aware self-knowledge distillation,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 865bedfb-7384-4c7e-b4a1-7a770b41bbfd · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Emotion recog- nition for everyday life using physiological signals from wearables: A systematic literature review,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation caa27fec-8cdd-45c2-8d4d-754e415f48c6 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Visual-to-eeg cross-modal knowledge distillation for continuous emotion recognition,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f8051b21-8a2e-49e9-9fad-42870ff929e7 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Amigos: A dataset for affect, personality and mood research on individuals and groups,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6fe9c44a-d661-46a0-a7bb-e20de2538b88 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Mobilenetv2: Inverted residuals and linear bottlenecks,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3663a9c1-8123-4b8b-954e-336b39c7024e · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Varia- tional information distillation for knowledge transfer,
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cf20b55-3155-4c14-8fe4-21aaf2d4d7e2 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition C2kd: Bridging the modality gap for cross-modal knowledge distillation,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 48191157-890e-44b3-8585-fa2099a2dbc0 · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition A cross-modal densely guided knowledge distillation based on modality rebalancing strategy for enhanced unimodal emotion recognition,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ee0a320c-82e6-46c1-b4ca-57c36ea1fcce · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Similarity-preserving knowledge distillation,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7990303d-4270-4701-8162-d0b6c3d298eb · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Like What You Like: Knowledge Distill via Neuron Selectivity Transfer
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09aa3cd6-8644-4fc0-8ed0-a4507373061a · outbound
BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition Physio- logical noise: Definition, estimation, and characterization in complex biomedical signals,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.