Paper Citation Record · LEDGER

ModalImmune: Immunity Driven Unlearning via Self Destructive Training

As of 22 July 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2602.16197.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2602.16197 v3

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T21:28:49.832489Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-22T06:31:00.163083+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-25T21:03:20.583079Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-04T19:50:10.092035Z

Reference resolution

56 of 56 outbound references displayed

verified exact10
verified fuzzy46
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c7d9282a-09fe-4ed2-bde6-c3e038315c33 · outbound

This paper cites Deep Multimodal Learning with Missing Modality: A Survey.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Deep Multimodal Learning with Missing Modality: A Survey

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:26:04.085445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 3039b313-75f1-4746-ace9-ff9f3f6786fd · outbound

This paper cites Multimodal Fusion on Low-quality Data: A Comprehensive Survey.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:30:19.697210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 9fc1315e-31be-47ed-b45a-9126da6169c9 · outbound

This paper cites Robust multimodal learning with missing modalities via parameter-efficient adaptation.IEEE Transactions on Pattern Analysis and Machine Intelligence.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Robust multimodal learning with missing modalities via parameter-efficient adaptation.IEEE Transactions on Pattern Analysis and Machine Intelligence

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.813077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 25b81513-93a1-46a1-ad26-cd878e04eb18 · outbound

This paper cites Simmlm: A simple framework for multi-modal learning with missing modality.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Simmlm: A simple framework for multi-modal learning with missing modality

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.803727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation c1dfc741-ac2f-46ba-ad12-4600502ead30 · outbound

This paper cites an unresolved cited work.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Unresolved cited work

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.816576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation f08e7350-b142-479f-ac50-c2845b707c8b · outbound

This paper cites Enhancing multimodal entity and relation extraction with variational information bottleneck.IEEE/ACM Transactions on Audio, Speech, and Language Processing, 32:1274–1285.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Enhancing multimodal entity and relation extraction with variational information bottleneck.IEEE/ACM Transactions on Audio, Speech, and Language Processing, 32:1274–1285

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.808803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 8ebfbdab-77a3-4357-bb5e-2e61ad5cbbc5 · outbound

This paper cites Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:30:19.695321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation fb613a2a-04ff-4e7f-b18b-646738453dc1 · outbound

This paper cites Correlation-decoupled knowledge distillation for multimodal sentiment analysis with incomplete modalities.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Correlation-decoupled knowledge distillation for multimodal sentiment analysis with incomplete modalities

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.603265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 4de4a53e-bd13-480c-a3c5-646f11ae5ae8 · outbound

This paper cites Toward robust incomplete multimodal sentiment analysis via hierarchical representation learning.Advances in Neural Information Processing Systems, 37:28515–28536.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Toward robust incomplete multimodal sentiment analysis via hierarchical representation learning.Advances in Neural Information Processing Systems, 37:28515–28536

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.626375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation b90cb701-acd9-46c7-b677-d48ceb16a01e · outbound

This paper cites Multimodal reconstruct and align net for missing modality problem in sentiment analysis.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Multimodal reconstruct and align net for missing modality problem in sentiment analysis

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.641749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation f9a61b8c-b16e-4077-a196-619ce141e4b1 · outbound

This paper cites Missing as masking: Arbitrary cross-modal feature reconstruction for incomplete multimodal brain tumor segmentation.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Missing as masking: Arbitrary cross-modal feature reconstruction for incomplete multimodal brain tumor segmentation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.608010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation b85a0ee4-d933-462d-8593-f1ee85e5aef9 · outbound

This paper cites Joint variational autoencoders for multimodal imputation and embedding.Nature machine intelligence, 5(6):631–642.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Joint variational autoencoders for multimodal imputation and embedding.Nature machine intelligence, 5(6):631–642

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.637118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 6739d438-fafe-4da2-ab22-ec2b1ad786cb · outbound

This paper cites Unified multi-modal image synthesis for missing modality imputation.IEEE Transactions on Medical Imaging, 44(1):4–18.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Unified multi-modal image synthesis for missing modality imputation.IEEE Transactions on Medical Imaging, 44(1):4–18

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.646583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation b95fdb5d-f7f8-4899-bc06-b9b6bd1962c4 · outbound

This paper cites A generative random modality dropout framework for robust multimodal emotion recognition.IEEE Intelligent Systems, 40(5):62–69.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training A generative random modality dropout framework for robust multimodal emotion recognition.IEEE Intelligent Systems, 40(5):62–69

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.631596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation f0e7a0e9-10c7-4d67-b4e8-c86b7a1bb004 · outbound

This paper cites Progressive hard negative masking: From global uniformity to local tolerance.IEEE Transactions on Knowledge and Data Engineering, 35(12):12932–12943.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Progressive hard negative masking: From global uniformity to local tolerance.IEEE Transactions on Knowledge and Data Engineering, 35(12):12932–12943

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.651585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation e3617196-23fc-4cca-a653-64c212dfd148 · outbound

This paper cites Multimodal information bottleneck: Learning minimal sufficient unimodal and multimodal representations.IEEE Transactions on Multimedia, 25:4121–4134.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Multimodal information bottleneck: Learning minimal sufficient unimodal and multimodal representations.IEEE Transactions on Multimedia, 25:4121–4134

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.660146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation e67e7781-7a2c-4e48-b97c-6ba0d0876fb8 · outbound

This paper cites M3care: Learning with missing modalities in multimodal healthcare data.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training M3care: Learning with missing modalities in multimodal healthcare data

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.612873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation f4f9a9c7-9363-4e3f-bd41-f89d69ad06fa · outbound

This paper cites Modality translation-based multimodal sentiment analysis under uncertain missing modalities.Information Fusion, 101:101973.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Modality translation-based multimodal sentiment analysis under uncertain missing modalities.Information Fusion, 101:101973

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.597998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 89e38ede-e45a-4bae-9e34-faf615a94352 · outbound

This paper cites A Closer Look at Multimodal Representation Collapse.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training A Closer Look at Multimodal Representation Collapse

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:30:19.675786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 1df46321-cdd0-418c-9ce9-c3ed5d7617ca · outbound

This paper cites Adaptive hierarchical hyper-gradient descent.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Adaptive hierarchical hyper-gradient descent

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.655231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation c7dd728c-2e81-4207-938b-1669441d2ca9 · outbound

This paper cites BiAdam: Fast Adaptive Bilevel Optimization Methods.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training BiAdam: Fast Adaptive Bilevel Optimization Methods

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:30:19.682681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation d6bdba7a-c076-4b4c-ade1-c94cca84081f · outbound

This paper cites Data-adaptive m-estimators for robust regression via bi-level optimization.Signal Processing, 210:109063.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Data-adaptive m-estimators for robust regression via bi-level optimization.Signal Processing, 210:109063

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.665812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 65511e42-6f34-4ebd-bfe4-56443810ea5b · outbound

This paper cites Gradient Routing: Masking Gradients to Localize Computation in Neural Networks.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Gradient Routing: Masking Gradients to Localize Computation in Neural Networks

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:30:19.666348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation e6b22a88-e12a-4e2c-a411-6bdca13bcbae · outbound

This paper cites Projective fisher information for natural gradient descent.IEEE Transactions on Artificial Intelligence, 4(2):304–314.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Projective fisher information for natural gradient descent.IEEE Transactions on Artificial Intelligence, 4(2):304–314

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.669883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 3a261bc5-4667-4e02-85a4-7e0e3ad31999 · outbound

This paper cites On information gain and regret bounds in gaussian process bandits.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training On information gain and regret bounds in gaussian process bandits

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.621450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation c10aaa28-aea6-447a-96b0-626de8ef4d0a · outbound

This paper cites Causal bandits with general causal models and interventions.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Causal bandits with general causal models and interventions

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.617088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation c22823f2-ce51-42a0-9796-ee9cc521dab7 · outbound

This paper cites MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:30:19.689333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 4c71b891-4e5d-4578-91ee-22430bcd8dfc · outbound

This paper cites Benchmarking multi-modal semantic segmentation under sensor failures: Missing and noisy modality robustness.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Benchmarking multi-modal semantic segmentation under sensor failures: Missing and noisy modality robustness

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.761663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 9ef573c6-9790-4b4b-8ad4-30274919af8d · outbound

This paper cites Multimodal sentiment analysis: a survey of methods, trends, and challenges.ACM Computing Surveys, 55(13s):1–38.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Multimodal sentiment analysis: a survey of methods, trends, and challenges.ACM Computing Surveys, 55(13s):1–38

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.741873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation c7720e81-99b0-41f6-80df-ece99937f370 · outbound

This paper cites Multimodal sentiment intensity analysis in videos: Facial gestures and verbal messages.IEEE Intelligent Systems, 31(6):82–88.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Multimodal sentiment intensity analysis in videos: Facial gestures and verbal messages.IEEE Intelligent Systems, 31(6):82–88

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.727573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 2dc37eec-8249-481d-bf08-b4283f0a7abf · outbound

This paper cites Memory fusion network for multi-view sequential learning.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Memory fusion network for multi-view sequential learning

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.723387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 259c718f-d885-49ee-bb6a-af406087bdf8 · outbound

This paper cites Iemocap: Interactive emotional dyadic motion capture database.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Iemocap: Interactive emotional dyadic motion capture database

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.781934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 81bfda73-e8c2-4217-8186-132af84097a8 · outbound

This paper cites Hybrid contrastive learning of tri-modal representation for multimodal sentiment analysis.IEEE Transactions on Affective Computing, 14(3):2276–2289.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Hybrid contrastive learning of tri-modal representation for multimodal sentiment analysis.IEEE Transactions on Affective Computing, 14(3):2276–2289

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.738013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 66a810d2-512a-4320-8915-c69ea5774855 · outbound

This paper cites UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:30:19.710274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 0f848df2-1dde-4a8d-9b00-8471e07fec30 · outbound

This paper cites Confede: Contrastive feature decomposition for multimodal sentiment analysis.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Confede: Contrastive feature decomposition for multimodal sentiment analysis

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.787117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation c17c3aee-8a87-480a-9c58-4cada27364a6 · outbound

This paper cites Learning from the global view: Supervised contrastive learning of multimodal representation.Information Fusion, 100:101920.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Learning from the global view: Supervised contrastive learning of multimodal representation.Information Fusion, 100:101920

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.791630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation f3f14333-0881-4ae5-b7d3-3d1b67c1a58a · outbound

This paper cites HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:30:19.715983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation de406c95-da1c-4fc5-a98c-34f986231350 · outbound

This paper cites Clgsi: a multimodal sentiment analysis framework based on contrastive learning guided by sentiment intensity.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Clgsi: a multimodal sentiment analysis framework based on contrastive learning guided by sentiment intensity

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.721267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 91d06541-2fc6-4136-b2e3-07fff0b5f33e · outbound

This paper cites Dlf: Disentangled-language-focused multimodal sentiment analysis.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Dlf: Disentangled-language-focused multimodal sentiment analysis

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.796121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 6124dd4c-b6ca-4dd6-9492-a8ddb1628422 · outbound

This paper cites Pamoe-msa: polarity-aware mixture of experts network for multimodal sentiment analysis.International Journal of Multimedia Information Retrieval, 14(1):1–16.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Pamoe-msa: polarity-aware mixture of experts network for multimodal sentiment analysis.International Journal of Multimedia Information Retrieval, 14(1):1–16

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.800209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 952a1dc9-afa7-4759-aea2-77ad54fb04ca · outbound

This paper cites Msamba: Exploring multimodal sentiment analysis with state space models.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Msamba: Exploring multimodal sentiment analysis with state space models

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.751959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 26150de5-b872-4a28-ad55-18bf89c3d068 · outbound

This paper cites Two-stage finetuning of wav2vec 2.0 for speech emotion recognition with asr and gender pretraining.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Two-stage finetuning of wav2vec 2.0 for speech emotion recognition with asr and gender pretraining

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.771066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 47b2b680-0207-4925-9240-d95215688735 · outbound

This paper cites Learning robust self-attention features for speech emotion recognition with label-adaptive mixup.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Learning robust self-attention features for speech emotion recognition with label-adaptive mixup

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.777007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation c9d57d8e-ff8a-40ce-86bf-51e3932f14f3 · outbound

This paper cites Improving speech emotion recognition with unsupervised speaking style transfer.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Improving speech emotion recognition with unsupervised speaking style transfer

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.726792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 43066285-2e21-4149-8221-aa6b81eba288 · outbound

This paper cites Leveraging knowledge of modality experts for incomplete multimodal learning.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Leveraging knowledge of modality experts for incomplete multimodal learning

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.752640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation efc62b0d-df7c-472b-8f4e-4adc091419ce · outbound

This paper cites Apin: Amplitude-and phase-aware interaction network for speech emotion recognition.Speech Communication, 169:103201.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Apin: Amplitude-and phase-aware interaction network for speech emotion recognition.Speech Communication, 169:103201

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.757151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 4b3d07d8-1ac8-4096-8de8-3844ff7dabf1 · outbound

This paper cites Individual-aware attention modulation for unseen speaker emotion recognition.IEEE Transactions on Affective Computing.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Individual-aware attention modulation for unseen speaker emotion recognition.IEEE Transactions on Affective Computing

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.714297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation d32d1ef8-5333-4a99-a8ab-e8cf75acf708 · outbound

This paper cites Gatem 2 former: Gated feature selection and expert modeling in multimodal emotion recognition.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Gatem 2 former: Gated feature selection and expert modeling in multimodal emotion recognition

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.689864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation e27a5989-e880-42f3-a592-85ebf7e47c95 · outbound

This paper cites Seenet: A soft emotion expert and data augmentation method to enhance speech emotion recognition.IEEE Transactions on Affective Computing.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Seenet: A soft emotion expert and data augmentation method to enhance speech emotion recognition.IEEE Transactions on Affective Computing

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.743503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation eb12e2a9-38e8-4783-a1c6-a04c0baeee6f · outbound

This paper cites Gcnet: Graph completion network for incomplete multimodal learning in conversation.IEEE Transactions on pattern analysis and machine intelligence, 45(7): 8419–8432.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Gcnet: Graph completion network for incomplete multimodal learning in conversation.IEEE Transactions on pattern analysis and machine intelligence, 45(7): 8419–8432

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.747616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 1843d5c0-5c07-4624-a13f-a9daf64c3aa0 · outbound

This paper cites Incomplete multimodality-diffused emotion recognition.Advances in Neural Information Processing Systems, 36:17117–17128.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Incomplete multimodality-diffused emotion recognition.Advances in Neural Information Processing Systems, 36:17117–17128

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.766332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 75d07e8b-21a2-4839-a15d-22bbb4a0657e · outbound

This paper cites Towards robust multimodal sentiment analysis with incomplete data.Advances in Neural Information Processing Systems, 37:55943–55974.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Towards robust multimodal sentiment analysis with incomplete data.Advances in Neural Information Processing Systems, 37:55943–55974

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.748294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 34e439b8-9d99-4ecd-8e1a-7cf47c54d870 · outbound

This paper cites Enhanced experts with uncertainty- aware routing for multimodal sentiment analysis.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Enhanced experts with uncertainty- aware routing for multimodal sentiment analysis

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.685208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 6a4ed4fb-7538-4c83-9b56-36d7abd310f7 · outbound

This paper cites Cider: Consensus-based image description evaluation.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training Cider: Consensus-based image description evaluation

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.715344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 636dedab-380e-4695-9c4f-7bd50497ad25 · outbound

This paper cites RoHyDR: Robust Hybrid Diffusion Recovery for Incomplete Multimodal Emotion Recognition.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training RoHyDR: Robust Hybrid Diffusion Recovery for Incomplete Multimodal Emotion Recognition

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:30:19.712508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Observation 9e6143b8-1660-425a-b9f7-e4da743a6de2 · outbound

This paper cites A tail inequality for quadratic forms of subgaussian random vectors.

ModalImmune: Immunity Driven Unlearning via Self Destructive Training A tail inequality for quadratic forms of subgaussian random vectors

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T21:30:21.709757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

Pith citing papers

Observation 61dacc52-e012-434b-a10e-ae9009617d1b · inbound

Dual Distribution Estimation for Zero-shot Noisy Test-Time Adaptation with VLMs cites this paper.

Dual Distribution Estimation for Zero-shot Noisy Test-Time Adaptation with VLMs ModalImmune: Immunity Driven Unlearning via Self Destructive Training

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-07-04T19:50:10.093480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.