<?xml version="1.0"?>
<ownershipDocument>

    <schemaVersion>X0306</schemaVersion>

    <documentType>4</documentType>

    <periodOfReport>2022-02-11</periodOfReport>

    <notSubjectToSection16>0</notSubjectToSection16>

    <issuer>
        <issuerCik>0001626199</issuerCik>
        <issuerName>ALPINE IMMUNE SCIENCES, INC.</issuerName>
        <issuerTradingSymbol>ALPN</issuerTradingSymbol>
    </issuer>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001655827</rptOwnerCik>
            <rptOwnerName>Frazier Life Sciences VIII, L.P.</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>C/O FRAZIER HEALTHCARE PARTNERS</rptOwnerStreet1>
            <rptOwnerStreet2>601 UNION STREET, SUITE 3200</rptOwnerStreet2>
            <rptOwnerCity>SEATTLE</rptOwnerCity>
            <rptOwnerState>WA</rptOwnerState>
            <rptOwnerZipCode>98101</rptOwnerZipCode>
            <rptOwnerStateDescription></rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001698755</rptOwnerCik>
            <rptOwnerName>FHM LIFE SCIENCES VIII, L.P.</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>C/O FRAZIER HEALTHCARE PARTNERS</rptOwnerStreet1>
            <rptOwnerStreet2>601 UNION STREET, SUITE 3200</rptOwnerStreet2>
            <rptOwnerCity>SEATTLE</rptOwnerCity>
            <rptOwnerState>WA</rptOwnerState>
            <rptOwnerZipCode>98101</rptOwnerZipCode>
            <rptOwnerStateDescription></rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001698823</rptOwnerCik>
            <rptOwnerName>FHM LIFE SCIENCES VIII, L.L.C.</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>C/O FRAZIER HEALTHCARE PARTNERS</rptOwnerStreet1>
            <rptOwnerStreet2>601 UNION STREET, SUITE 3200</rptOwnerStreet2>
            <rptOwnerCity>SEATTLE</rptOwnerCity>
            <rptOwnerState>WA</rptOwnerState>
            <rptOwnerZipCode>98101</rptOwnerZipCode>
            <rptOwnerStateDescription></rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001365617</rptOwnerCik>
            <rptOwnerName>Heron Patrick J</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>C/O FRAZIER HEALTHCARE PARTNERS</rptOwnerStreet1>
            <rptOwnerStreet2>601 UNION STREET, SUITE 3200</rptOwnerStreet2>
            <rptOwnerCity>SEATTLE</rptOwnerCity>
            <rptOwnerState>WA</rptOwnerState>
            <rptOwnerZipCode>98101</rptOwnerZipCode>
            <rptOwnerStateDescription></rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001341382</rptOwnerCik>
            <rptOwnerName>Topper James N</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>C/O FRAZIER HEALTHCARE PARTNERS</rptOwnerStreet1>
            <rptOwnerStreet2>601 UNION STREET, SUITE 3200</rptOwnerStreet2>
            <rptOwnerCity>SEATTLE</rptOwnerCity>
            <rptOwnerState>WA</rptOwnerState>
            <rptOwnerZipCode>98101</rptOwnerZipCode>
            <rptOwnerStateDescription></rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>1</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <nonDerivativeTable>
        <nonDerivativeTransaction>
            <securityTitle>
                <value>Common Stock</value>
            </securityTitle>
            <transactionDate>
                <value>2022-02-11</value>
            </transactionDate>
            <deemedExecutionDate></deemedExecutionDate>
            <transactionCoding>
                <transactionFormType>4</transactionFormType>
                <transactionCode>P</transactionCode>
                <equitySwapInvolved>0</equitySwapInvolved>
            </transactionCoding>
            <transactionTimeliness>
                <value></value>
            </transactionTimeliness>
            <transactionAmounts>
                <transactionShares>
                    <value>112665</value>
                </transactionShares>
                <transactionPricePerShare>
                    <value>7.1006</value>
                </transactionPricePerShare>
                <transactionAcquiredDisposedCode>
                    <value>A</value>
                </transactionAcquiredDisposedCode>
            </transactionAmounts>
            <postTransactionAmounts>
                <sharesOwnedFollowingTransaction>
                    <value>1484115</value>
                </sharesOwnedFollowingTransaction>
            </postTransactionAmounts>
            <ownershipNature>
                <directOrIndirectOwnership>
                    <value>D</value>
                    <footnoteId id="F1"/>
                </directOrIndirectOwnership>
            </ownershipNature>
        </nonDerivativeTransaction>
    </nonDerivativeTable>

    <footnotes>
        <footnote id="F1">The reportable securities are held directly by Frazier Life Sciences VIII, L.P. (&quot;FLS LP&quot;). FHM Life Sciences VIII, L.P. (&quot;FHM LP&quot;) is the general partner of FLS LP. FHM Life Sciences VIII, L.L.C. (&quot;FHM LLC&quot;) is the general partner of FHM LP. James N. Topper and Patrick J. Heron are the sole managing members of FHM LLC. Mr. Topper, Mr. Heron, FHM LP and FHM LLC disclaims beneficial ownership of the securities held by FLS LP except, to the extent of his or its pecuniary interest therein, if any.</footnote>
    </footnotes>

    <remarks></remarks>

    <ownerSignature>
        <signatureName>Frazier Life Sciences VIII, L.P. By: FHM Life Sciences VIII, L.P., its general partner, By FHM Life Sciences VIII, L.L.C., its general partner, By: /s/ Steve Bailey, Chief Financial Officer</signatureName>
        <signatureDate>2022-02-15</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>FHM Life Sciences VIII, L.P. By: FHM Life Sciences VIII, L.L.C., its general partner, By: /s/ Steve Bailey, Chief Financial Officer</signatureName>
        <signatureDate>2022-02-15</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>FHM Life Sciences VIII, L.L.C. By: /s/ Steve Bailey, Chief Financial Officer</signatureName>
        <signatureDate>2022-02-15</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>/s/ Steve Bailey, Attorney-in-Fact for Patrick J. Heron</signatureName>
        <signatureDate>2022-02-15</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>/s/ Steve Bailey, Attorney-in-Fact for James N. Topper</signatureName>
        <signatureDate>2022-02-15</signatureDate>
    </ownerSignature>
</ownershipDocument>
