Pith Number

pith:EZYZEGEF

pith:2024:EZYZEGEFDQZEEGD57XO4F24SGW

not attested not anchored not stored refs pending

Improving Multimodal Learning with Multi-Loss Gradient Modulation

Christos Chatzichristos, Konstantinos Kontras, Maarten De Vos, Matthew Blaschko

arxiv:2405.07930 v2 · 2024-05-13 · cs.MM · cs.CV · cs.LG · cs.SD · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EZYZEGEFDQZEEGD57XO4F24SGW}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

5 papers in Pith

Information-Theoretic Decomposition for Multimodal Interaction Learning

SynIB: Informational Bottleneck for Maximizing Synergy in Multimodal Learning

Balancing Multimodal Learning through Label Space Reshaping

Second-Order Multi-Level Variance Correction for Modality Competition in Multimodal Models

Language-Pretraining-Induced Bias: A Strong Foundation for General Vision Tasks

Receipt and verification

First computed	2026-07-05T09:19:57.281886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26719218851c3242187dfdddc2eb923583155f174d8c53c88cdf3b75605afbde

Aliases

arxiv: 2405.07930 · arxiv_version: 2405.07930v2 · doi: 10.48550/arxiv.2405.07930 · pith_short_12: EZYZEGEFDQZE · pith_short_16: EZYZEGEFDQZEEGD5 · pith_short_8: EZYZEGEF

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/EZYZEGEFDQZEEGD57XO4F24SGW \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 26719218851c3242187dfdddc2eb923583155f174d8c53c88cdf3b75605afbde

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "678a318804b576293ad176efbd766fcb7a68e2dc7a6e4957fca2f606c7aea038",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.MM",
    "submitted_at": "2024-05-13T17:01:28Z",
    "title_canon_sha256": "fe7f3ad21e7fdfd852d312c378d76ddaa9567a3123fe5370f1f5300b75e48401"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.07930",
    "kind": "arxiv",
    "version": 2
  }
}